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		<lastmod>2026-11-12T16:44:54+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/choosing-exposure-units-for-expected-losses/</loc>
		<lastmod>2026-11-12T16:44:54+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/building-expected-loss-rates-by-classification/</loc>
		<lastmod>2026-11-12T16:44:54+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:54+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:54+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/how-split-points-affect-component-weights/</loc>
		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/integrated-expected-loss-and-weight-calculations/</loc>
		<lastmod>2026-11-12T16:44:55+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-expected-losses-and-plan-weights/</loc>
		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/auditing-expected-loss-and-weight-assumptions/</loc>
		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculating-actual-to-expected-loss-ratios/</loc>
		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reconciling-actual-and-expected-loss-bases/</loc>
		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:56+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/applying-minimum-and-maximum-modification-factors/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/applying-floors-and-caps-in-the-required-sequence/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculating-modifications-for-claim-free-experience/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/applying-plan-specified-loss-exclusions-and-credits/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/recomputing-mods-after-loss-corrections/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/rounding-and-reporting-the-final-modification/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/testing-modification-sensitivity-to-credibility-and-ballast/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/avoiding-sign-and-denominator-errors-in-mod-calculations/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/integrated-experience-modification-calculation-workshop/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/evaluation-targets-for-experience-rating/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/predictive-accuracy-versus-premium-adequacy/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/out-of-time-backtesting-of-experience-modifications/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calibration-diagnostics-by-modification-band/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/ranking-risks-with-experience-modifications/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/measuring-premium-stability-across-renewals/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/separating-process-noise-from-risk-differences/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/uncertainty-in-experience-rating-performance/</loc>
		<lastmod>2026-11-12T16:44:57+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/evaluating-modification-caps-and-floors/</loc>
		<lastmod>2026-11-12T16:44:58+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/evaluating-primary-and-excess-loss-components/</loc>
		<lastmod>2026-11-12T16:44:58+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:58+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:58+00:00</lastmod>
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		<lastmod>2026-11-12T16:44:58+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deriving-uncapped-premium-sensitivity-to-losses/</loc>
		<lastmod>2026-11-12T16:44:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/how-premium-bounds-change-loss-sensitivity/</loc>
		<lastmod>2026-11-12T16:44:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/finding-the-loss-levels-where-premium-bounds-bind/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculating-the-lowest-and-highest-possible-premiums/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/solving-backward-for-converted-losses/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/auditing-a-retrospective-premium-worksheet/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-retrospective-premium-calculations/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/comparing-premium-outcomes-across-loss-scenarios/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/compute-premiums-from-stated-retro-parameters/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/convert-reported-losses-under-alternative-lcfs/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/derive-a-loss-conversion-factor-from-expense-loads/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/separate-loss-lae-and-basic-premium-expense-loads/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/prevent-expense-double-counting-in-retro-calculations/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/apply-per-claim-loss-limits-before-conversion/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculate-limited-losses-for-multi-claim-portfolios/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/derive-expected-limited-losses-under-a-claim-cap/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/apply-aggregate-loss-limits-to-converted-losses/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/compare-per-claim-and-aggregate-loss-limits/</loc>
		<lastmod>2026-11-12T16:45:00+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/derive-the-interaction-of-loss-caps-and-conversion-factors/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculate-premium-changes-across-parameter-alternatives/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/derive-premium-sensitivities-to-lcfs-and-caps/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/derive-minimum-and-maximum-premium-trigger-points/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/quantify-premium-range-under-alternative-parameters/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/derive-marginal-premium-incentives-under-an-lcf/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/assess-incentives-created-by-per-claim-caps/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/assess-incentives-created-by-aggregate-caps/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/include-adjustment-expenses-in-loss-limit-calculations/</loc>
		<lastmod>2026-11-12T16:45:01+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/compare-expense-treatments-across-retro-options/</loc>
		<lastmod>2026-11-12T16:45:02+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculate-interim-adjustments-as-loss-estimates-mature/</loc>
		<lastmod>2026-11-12T16:45:02+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reconcile-final-premium-after-loss-development/</loc>
		<lastmod>2026-11-12T16:45:02+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/large-deductible-coverage-layers/</loc>
		<lastmod>2026-11-12T16:45:02+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/the-per-claim-deductible-loss-allocation/</loc>
		<lastmod>2026-11-12T16:45:03+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/gross-claim-payments-and-deductible-reimbursements/</loc>
		<lastmod>2026-11-12T16:45:03+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deductibles-inside-and-outside-policy-limits/</loc>
		<lastmod>2026-11-12T16:45:03+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/per-occurrence-deductibles-for-related-claims/</loc>
		<lastmod>2026-11-12T16:45:03+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/applying-deductibles-to-loss-adjustment-expenses/</loc>
		<lastmod>2026-11-12T16:45:03+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/annual-aggregate-deductible-mechanics/</loc>
		<lastmod>2026-11-12T16:45:03+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/caps-on-insured-reimbursements/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/fixed-and-percentage-deductible-structures/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/allocating-losses-across-a-policy-term/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/gross-to-net-loss-reconciliation/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/worked-per-claim-reimbursement-ledger/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/worked-annual-aggregate-deductible-calculation/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expected-insurer-loss-by-deductible-layer/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expected-annual-losses-under-frequency-severity-models/</loc>
		<lastmod>2026-11-12T16:45:04+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/how-deductibles-change-retained-loss-variance/</loc>
		<lastmod>2026-11-12T16:45:05+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/comparing-deductible-options-across-claim-scenarios/</loc>
		<lastmod>2026-11-12T16:45:05+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/measuring-risk-transfer-under-large-deductibles/</loc>
		<lastmod>2026-11-12T16:45:05+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/how-deductible-choice-affects-premium/</loc>
		<lastmod>2026-11-12T16:45:05+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/comparing-premium-and-retained-loss-cost/</loc>
		<lastmod>2026-11-12T16:45:05+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-large-deductible-calculations/</loc>
		<lastmod>2026-11-12T16:45:05+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/large-deductibles-versus-self-insured-retentions/</loc>
		<lastmod>2026-11-12T16:45:05+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/selecting-deductibles-for-different-loss-profiles/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/integrated-large-deductible-design-calculations/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/large-deductible-claim-cash-flow-lifecycle/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/claims-administration-and-delegated-authority/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reimbursable-loss-and-expense-allocation/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reimbursement-reconciliation-by-claim/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reimbursement-lag-and-working-capital/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/measuring-unpaid-deductible-obligations/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/stress-testing-collateral-adequacy/</loc>
		<lastmod>2026-11-12T16:45:06+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/cash-trusts-and-letters-of-credit/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/collateral-valuation-and-haircuts/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/collateral-calls-top-ups-and-release/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/claim-development-and-outstanding-reimbursements/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/tail-factors-and-runoff-security/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/aggregate-deductible-tracking-and-exhaustion/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/aggregate-limits-and-deductible-interactions/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/case-reserve-adequacy-and-claim-reporting/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/counterparty-credit-risk-in-reimbursement/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expected-credit-loss-and-security-loads/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/concentration-and-wrong-way-risk/</loc>
		<lastmod>2026-11-12T16:45:07+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/security-enforceability-and-draw-conditions/</loc>
		<lastmod>2026-11-12T16:45:08+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/claim-audits-disputes-and-recovery-controls/</loc>
		<lastmod>2026-11-12T16:45:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/operational-controls-for-collateral-records/</loc>
		<lastmod>2026-11-12T16:45:08+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/financing-cost-in-large-deductible-pricing/</loc>
		<lastmod>2026-11-12T16:45:08+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/integrated-collateral-and-claim-development-case/</loc>
		<lastmod>2026-11-12T16:45:08+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/diagnosing-large-deductible-security-shortfalls/</loc>
		<lastmod>2026-11-12T16:45:08+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/policy-limits-and-limited-claim-payments/</loc>
		<lastmod>2026-11-12T16:45:08+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/limited-expected-loss-at-a-stated-limit/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deriving-the-increased-limits-factor/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/the-survival-function-formula-for-limited-expected-loss/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/layer-losses-as-differences-in-limited-loss/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/claim-frequency-and-severity-in-ilf-ratios/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/ilfs-from-discrete-severity-distributions/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/exponential-severity-ilf-calculation/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/pareto-severity-ilf-calculation/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/empirical-ilfs-from-uncapped-claim-data/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
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	<url>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/applying-ilfs-to-base-limit-premiums/</loc>
		<lastmod>2026-11-12T16:45:09+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/per-claim-limits-versus-aggregate-limits/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/occurrence-limits-with-multiple-claims/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/split-limits-and-coverage-specific-ilfs/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deductibles-and-ilf-loss-bases/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/coverage-terms-that-change-limited-losses/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/interpolating-ilfs-between-listed-limits/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/monotonicity-and-table-consistency-checks/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/censored-claims-and-unsupported-limit-extensions/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-ilf-calculations/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/a-worked-ilf-indication-from-claim-data/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/comparing-premiums-across-policy-limits/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/sensitivity-of-ilfs-to-the-severity-tail/</loc>
		<lastmod>2026-11-12T16:45:10+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/limited-expected-loss-at-a-policy-limit/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deriving-limited-expected-loss-from-the-survival-function/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/constructing-a-severity-exposure-curve/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deriving-increased-limits-factors-from-exposure-curves/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reading-exposure-curve-shape-and-tail-behavior/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/empirical-exposure-curves-from-ground-up-claims/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/correcting-for-policy-limit-censoring/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/parametric-severity-models-for-exposure-curves/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/nonparametric-exposure-curves-and-smoothing/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/exposure-curves-for-heterogeneous-risk-mixtures/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/policy-level-weighting-for-empirical-curves/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/extrapolating-exposure-curves-beyond-observed-limits/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/adjusting-claim-data-for-loss-development/</loc>
		<lastmod>2026-11-12T16:45:11+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/adjusting-exposure-curves-for-severity-trend/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/allowing-for-changes-in-limits-and-coverage/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/keeping-exposure-curve-loss-bases-consistent/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/adapting-external-exposure-curve-benchmarks/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/credibility-blending-of-internal-and-benchmark-curves/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/quantifying-exposure-curve-uncertainty/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/backtesting-increased-limits-factors/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/diagnosing-exposure-curve-estimation-errors/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-denominator-and-censoring-errors-in-ilfs/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/worked-example-of-an-empirical-increased-limits-factor/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/end-to-end-exposure-curve-estimation-workshop/</loc>
		<lastmod>2026-11-12T16:45:12+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/layer-payment-functions-for-excess-covers/</loc>
		<lastmod>2026-11-12T16:45:13+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/per-occurrence-and-aggregate-excess-structures/</loc>
		<lastmod>2026-11-12T16:45:13+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deriving-expected-loss-for-a-per-occurrence-layer/</loc>
		<lastmod>2026-11-12T16:45:13+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/survival-function-formulas-for-layer-loss/</loc>
		<lastmod>2026-11-12T16:45:13+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/annual-layer-loss-under-frequency-severity-models/</loc>
		<lastmod>2026-11-12T16:45:13+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/worked-layer-loss-calculations-for-common-severity-distributions/</loc>
		<lastmod>2026-11-12T16:45:14+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/exposure-rating-from-ground-up-loss-costs/</loc>
		<lastmod>2026-11-12T16:45:14+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/exposure-rating-with-expected-loss-ratios/</loc>
		<lastmod>2026-11-12T16:45:14+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/sensitivity-analysis-for-exposure-rated-layers/</loc>
		<lastmod>2026-11-12T16:45:14+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/burning-cost-calculations-from-historical-losses/</loc>
		<lastmod>2026-11-12T16:45:14+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/developing-and-trending-historical-layer-losses/</loc>
		<lastmod>2026-11-12T16:45:14+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/adjusting-burning-costs-for-portfolio-changes/</loc>
		<lastmod>2026-11-12T16:45:15+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/credibility-and-stabilization-of-burning-costs/</loc>
		<lastmod>2026-11-12T16:45:15+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/blending-exposure-and-burning-cost-indications/</loc>
		<lastmod>2026-11-12T16:45:15+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expense-provisions-and-premium-gross-up/</loc>
		<lastmod>2026-11-12T16:45:15+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/brokerage-taxes-and-commission-effects/</loc>
		<lastmod>2026-11-12T16:45:15+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/risk-loads-based-on-loss-variability/</loc>
		<lastmod>2026-11-12T16:45:15+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/tail-risk-loads-using-exceedance-measures/</loc>
		<lastmod>2026-11-12T16:45:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/rate-on-line-and-other-layer-pricing-metrics/</loc>
		<lastmod>2026-11-12T16:45:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reinstatement-provisions-in-excess-treaties/</loc>
		<lastmod>2026-11-12T16:45:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculating-paid-and-free-reinstatement-premiums/</loc>
		<lastmod>2026-11-12T16:45:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expected-reinstatement-premium-under-multiple-events/</loc>
		<lastmod>2026-11-12T16:45:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/inuring-covers-and-net-layer-losses/</loc>
		<lastmod>2026-11-12T16:45:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-excess-and-reinsurance-pricing/</loc>
		<lastmod>2026-11-12T16:45:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/integrated-excess-treaty-pricing-workshop/</loc>
		<lastmod>2026-11-12T16:45:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/catastrophe-model-architecture-for-ratemaking/</loc>
		<lastmod>2026-11-12T16:45:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/exposure-data-and-location-level-model-inputs/</loc>
		<lastmod>2026-11-12T16:45:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/stochastic-event-catalogs-and-annual-simulation/</loc>
		<lastmod>2026-11-12T16:45:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/hazard-and-vulnerability-functions/</loc>
		<lastmod>2026-11-12T16:45:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/policy-terms-in-catastrophe-loss-calculations/</loc>
		<lastmod>2026-11-12T16:45:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/building-an-event-loss-table/</loc>
		<lastmod>2026-11-12T16:45:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/interpreting-event-loss-table-statistics/</loc>
		<lastmod>2026-11-12T16:45:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deriving-oep-curves-from-event-loss-tables/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/constructing-aep-curves-from-simulated-years/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/oep-versus-aep-through-worked-examples/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/return-periods-and-exceedance-probabilities/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculating-average-annual-loss/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/tail-risk-measures-from-exceedance-curves/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/secondary-uncertainty-in-event-losses/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/model-uncertainty-and-vendor-model-variability/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/validating-catastrophe-model-outputs/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/sensitivity-and-scenario-testing-for-catastrophe-models/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/portfolio-aggregation-and-geographic-dependence/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/diversification-benefits-and-their-pricing-limits/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/catastrophe-risk-loads-from-aal-and-tail-metrics/</loc>
		<lastmod>2026-11-12T16:46:16+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/selecting-and-calibrating-catastrophe-risk-loads/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expenses-and-profit-provisions-in-catastrophe-premiums/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calculating-an-indicated-catastrophe-premium/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/allocating-catastrophe-premium-across-risks/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/integrated-catastrophe-pricing-case/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/defining-price-decisions-and-decision-variables/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expected-cost-as-the-actuarial-benchmark/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/indicated-rates-and-optimized-customer-prices/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/using-a-given-demand-curve-in-optimization/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/maximizing-expected-premium-revenue/</loc>
		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:17+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:18+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/retention-as-an-optimization-objective/</loc>
		<lastmod>2026-11-12T16:46:18+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deriving-the-first-order-condition-for-optimal-price/</loc>
		<lastmod>2026-11-12T16:46:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/a-closed-form-optimum-under-linear-demand/</loc>
		<lastmod>2026-11-12T16:46:18+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/aggregating-objectives-across-a-portfolio/</loc>
		<lastmod>2026-11-12T16:46:18+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/customer-level-and-uniform-pricing-decisions/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/classifying-price-optimization-constraints/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/portfolio-retention-guardrails/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/minimum-premium-and-profit-constraints/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/segment-level-pricing-constraints/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/optimization-with-discrete-rating-actions/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/lagrange-multipliers-and-the-value-of-constraints/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/checking-constrained-optima-with-kkt-conditions/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/a-worked-portfolio-optimization-with-guardrails/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-pricing-objectives-and-constraints/</loc>
		<lastmod>2026-11-12T16:46:19+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/demand-outcomes-and-elasticity-estimands/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/building-quote-level-price-and-demand-data/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/point-and-arc-elasticity-for-insurance-demand/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/linear-regression-for-continuous-demand-outcomes/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/linear-probability-models-for-purchase-outcomes/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/logistic-regression-for-purchase-and-renewal-demand/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/marginal-effects-and-elasticities-in-logistic-models/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/probit-models-for-binary-demand/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/log-log-demand-models-and-constant-elasticity/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/spline-models-for-flexible-price-response/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/interactions-for-conditional-price-elasticity/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/random-coefficient-models-for-customer-heterogeneity/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/panel-fixed-effects-in-repeated-demand-data/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/confounding-and-adjustment-in-observational-demand/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/instrumental-variables-for-endogenous-prices/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/selection-bias-in-quote-and-renewal-samples/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/cross-price-effects-and-competitive-alternatives/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/multinomial-choice-models-for-product-demand/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/rare-event-sampling-and-demand-probability-correction/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/delta-method-uncertainty-for-price-elasticities/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/clustered-and-bootstrap-inference-for-demand-models/</loc>
		<lastmod>2026-11-12T16:46:20+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/out-of-time-validation-of-demand-estimates/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-interpreting-price-elasticity/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/defining-renewal-outcomes-and-the-prediction-unit/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/building-renewal-cohorts-and-observation-windows/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/separating-nonrenewal-from-midterm-cancellation/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/preventing-leakage-in-renewal-predictors/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/establishing-retention-baselines-by-cohort/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/interpreting-renewal-odds-ratios-as-probability-changes/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/encoding-renewal-price-changes/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/adding-competitive-and-market-conditions/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/diagnosing-calibration-and-implausible-response-curves/</loc>
		<lastmod>2026-11-12T16:46:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/representing-policyholder-history-and-tenure/</loc>
		<lastmod>2026-11-12T16:46:22+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/modeling-price-change-interactions-and-heterogeneity/</loc>
		<lastmod>2026-11-12T16:46:22+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/handling-imbalanced-renewal-outcomes/</loc>
		<lastmod>2026-11-12T16:46:22+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/regularization-for-high-dimensional-retention-models/</loc>
		<lastmod>2026-11-12T16:46:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:22+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/competing-risks-for-policy-termination/</loc>
		<lastmod>2026-11-12T16:46:22+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/diagnosing-renewal-probability-calibration/</loc>
		<lastmod>2026-11-12T16:46:22+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/comparing-retention-ranking-and-probability-accuracy/</loc>
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		<lastmod>2026-11-12T16:46:23+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:23+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:23+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:24+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:24+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/measuring-profitability-and-retention-together/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/detecting-unintended-effects-across-customer-groups/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/setting-rollout-and-monitoring-decision-rules/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/worked-case-constrained-renewal-pricing-from-simulation-to-test/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/rate-regulation-standards-and-filing-pathways/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/the-rate-filing-lifecycle/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/jurisdictional-and-line-specific-filing-requirements/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/defining-the-scope-of-a-rate-filing/</loc>
		<lastmod>2026-11-12T16:46:28+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/selecting-data-and-experience-periods-for-a-filing/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/on-leveling-premiums-for-a-rate-indication/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/loss-development-selections-in-filing-support/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/trend-selections-and-projection-periods/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/exposure-and-loss-bases-in-rate-indications/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/credibility-selections-for-filed-indications/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/large-loss-catastrophe-and-reinsurance-adjustments-in-filings/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/expense-and-profit-provisions-in-rate-filings/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reconciling-indicated-and-proposed-rate-changes/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/loss-and-loss-adjustment-expense-exhibits/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/policyholder-rate-impact-exhibits/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/supporting-classification-and-relativity-changes/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/rating-variable-restrictions-in-rate-filings/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/writing-the-actuarial-memorandum/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/diagnostic-checks-for-filing-exhibits/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/anticipating-regulatory-review-questions/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/responding-to-regulatory-objections/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/interpreting-filing-approvals-and-conditions/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/worked-rate-filing-from-indication-to-submission/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/actuarial-fairness-and-competing-equity-goals/</loc>
		<lastmod>2026-11-12T16:46:29+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/risk-classification-under-actuarial-standards/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/unfair-discrimination-versus-legitimate-risk-differentiation/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/protected-traits-and-ratemaking-restrictions/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/proxy-variables-and-indirect-use-of-protected-traits/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/causal-pathways-for-predictive-rating-variables/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/measuring-disparate-impact-across-rating-groups/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/choosing-group-fairness-metrics-for-insurance-rates/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/calibration-tradeoffs-across-risk-groups/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/simpson-s-paradox-in-fairness-audits/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/testing-rating-factors-for-proxy-effects/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/interpreting-multivariable-fairness-diagnostics/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/transparency-and-explanations-for-rating-factors/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/actuarial-evidence-for-new-rating-variables/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/external-data-and-consumer-attribute-fairness/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/telematics-variables-and-behavioral-fairness-risks/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/geographic-rating-and-proxy-effects/</loc>
		<lastmod>2026-11-12T16:46:30+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/segmentation-choices-and-fairness-consequences/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/fairness-review-of-a-proposed-rate-change/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/fairness-constraints-in-predictive-rate-models/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/building-a-defensible-fairness-rationale/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/workshop-reviewing-a-rating-variable-for-fairness/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/workshop-diagnosing-disparity-in-a-rate-plan/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/common-errors-in-insurance-fairness-analysis/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/data-quality-rules-for-ratemaking-data/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/source-to-rate-data-lineage/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reconciliation-of-exposure-and-loss-totals/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/missing-duplicate-and-implausible-records/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/data-quality-metrics-and-exception-triage/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reproducible-ratemaking-workflows/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/version-control-for-data-code-and-models/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/assumption-registers-and-change-logs/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/model-cards-for-ratemaking-models/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/documenting-glm-decisions-and-limitations/</loc>
		<lastmod>2026-11-12T16:46:31+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/independent-review-of-ratemaking-models/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/reperformance-and-calculation-checks/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/diagnostic-review-of-model-validation-evidence/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/findings-severity-and-remediation-tracking/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/ratemaking-model-risk-inventory-and-tiering/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/sensitivity-analysis-for-model-risk/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/privacy-controls-for-policy-and-claims-data/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/deidentification-and-controlled-data-access/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/vendor-model-due-diligence/</loc>
		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/materiality-testing-for-rating-model-updates/</loc>
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		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<lastmod>2026-11-12T16:46:32+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/separating-rate-effects-from-portfolio-mix-changes/</loc>
		<lastmod>2026-11-12T16:46:33+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-8/detecting-drift-in-rating-inputs-and-outputs/</loc>
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		<lastmod>2026-11-12T16:47:15+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:15+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:15+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:15+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:15+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:15+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:16+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/diagnosing-framework-fit-in-a-case/</loc>
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		<lastmod>2026-11-12T16:47:18+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/selecting-appetite-metrics-for-different-risk-types/</loc>
		<lastmod>2026-11-12T16:47:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/setting-tolerance-bands-around-risk-appetite/</loc>
		<lastmod>2026-11-12T16:47:18+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/cascading-appetite-through-business-units-and-products/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/aligning-risk-appetite-with-strategic-objectives/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/balancing-risk-and-return-within-appetite/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/aggregating-appetite-across-risk-categories/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/expressing-appetite-across-multiple-risk-dimensions/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/calibrating-appetite-with-scenario-anchors/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/setting-appetite-when-evidence-is-uncertain/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/using-appetite-in-business-decision-rules/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/recognizing-breaches-and-near-breaches-of-appetite/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/escalation-paths-for-appetite-concerns/</loc>
		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:19+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/selecting-impact-dimensions-and-categories/</loc>
		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/writing-cause-event-effect-risk-statements/</loc>
		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/using-process-maps-to-locate-risk-points/</loc>
		<lastmod>2026-11-12T16:47:20+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/assessing-risks-with-limited-evidence/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/diagnosing-likelihood-impact-assessment-limitations/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/worked-risk-assessment-from-workshop-to-register/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/the-risk-monitoring-cycle/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/writing-operationally-precise-risk-metric-definitions/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/selecting-key-risk-indicators/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/leading-and-lagging-indicators/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/calibrating-kri-thresholds/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/designing-a-hierarchy-of-risk-limits/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/monitoring-aggregated-exposures-against-limits/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/assigning-ownership-for-risk-metrics/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/data-quality-and-lineage-for-risk-monitoring/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/choosing-monitoring-frequency-and-reporting-lag/</loc>
		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:21+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/interpreting-trends-in-risk-indicators/</loc>
		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/classifying-limit-breaches-and-near-breaches/</loc>
		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:22+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:23+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:24+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:24+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:26+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:26+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:26+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:27+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:27+00:00</lastmod>
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		<lastmod>2026-11-12T16:47:27+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/monte-carlo-estimation-of-tvar/</loc>
		<lastmod>2026-11-12T16:47:56+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/bootstrap-confidence-intervals-for-estimated-tvar/</loc>
		<lastmod>2026-11-12T16:47:56+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/extrapolating-tvar-with-generalized-pareto-tail-fits/</loc>
		<lastmod>2026-11-12T16:47:56+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/sensitivity-of-tvar-to-tail-shape-assumptions/</loc>
		<lastmod>2026-11-12T16:47:56+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/tvar-estimation-with-censored-or-truncated-loss-data/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/tvar-for-compound-frequency-severity-losses/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/diagnostics-for-tvar-tail-estimates/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/comparing-tvar-under-different-tail-distributions/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/common-interpretation-errors-in-tvar-calculations/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/interpreting-tvar-as-a-tail-loss-amount/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/worked-tvar-estimation-and-comparison-problems/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/loss-based-risk-functionals-and-sign-conventions/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/monotonicity-as-ordering-of-loss-distributions/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/translation-invariance-and-the-meaning-of-cash-additions/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/positive-homogeneity-under-exposure-scaling/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/subadditivity-and-the-no-superadditivity-principle/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/the-four-axioms-of-coherent-risk-measures/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/why-coherent-risk-measures-are-convex/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/equivalent-tests-for-subadditivity-and-diversification/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/a-discrete-var-counterexample-to-subadditivity/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/when-var-is-subadditive-for-jointly-normal-losses/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/proving-tvar-coherence-with-quantile-integrals/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/tvar-at-atoms-and-boundary-quantiles/</loc>
		<lastmod>2026-11-12T16:47:57+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/expectiles-as-coherent-tail-risk-measures/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/why-variance-and-standard-deviation-are-not-coherent/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/entropic-risk-measures-convexity-without-homogeneity/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/testing-risk-measure-formulas-against-the-axioms/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/building-two-outcome-counterexamples-to-axiom-claims/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/choosing-tail-measures-for-skewed-and-heavy-tailed-losses/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/selecting-measures-with-sparse-or-unreliable-data/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/how-axioms-shape-diversification-incentives/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/matching-risk-measures-to-decision-objectives/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/stress-testing-a-risk-measure-choice/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/common-errors-in-applying-coherence-axioms/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/integrated-risk-measure-selection-case-workshop/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/what-economic-capital-measures/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/economic-capital-as-a-loss-buffer/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/deriving-quantile-based-economic-capital/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/expected-loss-and-unexpected-loss/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/choosing-the-loss-basis-for-capital/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/reserves-and-capital-for-losses/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/economic-balance-sheets-and-capital/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/accounting-equity-versus-economic-capital/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/economic-capital-versus-regulatory-capital/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/solvency-capital-and-internal-targets/</loc>
		<lastmod>2026-11-12T16:47:58+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/available-capital-and-required-capital/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/confidence-levels-in-capital-estimates/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/tail-probabilities-and-solvency/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/var-based-economic-capital-calculations/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/tvar-based-economic-capital-calculations/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/choosing-var-or-tvar-for-capital/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/risk-horizons-in-capital-measurement/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/annual-losses-and-one-year-capital/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/multi-year-capital-measurement/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/when-square-root-of-time-scaling-works/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/pre-tax-and-after-tax-capital-bases/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/gross-and-net-loss-bases-for-capital/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/worked-economic-capital-assessment/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/model-purpose-intended-use-and-materiality/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/setting-the-model-boundary-and-exposure-perimeter/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/choosing-exposure-units-and-portfolio-granularity/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/specifying-the-loss-basis-and-measurement-horizon/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/mapping-the-risk-inventory-to-model-components/</loc>
		<lastmod>2026-11-12T16:47:59+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/exposure-data-lineage-and-quality-controls/</loc>
		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/choosing-bottom-up-top-down-or-hybrid-architecture/</loc>
		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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	<url>
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		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/calibrating-model-outputs-to-capital-targets/</loc>
		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/estimating-risk-parameters-with-sparse-data/</loc>
		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/using-expert-judgment-in-capital-models/</loc>
		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/representing-parameter-and-model-uncertainty/</loc>
		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/designing-scenarios-for-capital-model-use/</loc>
		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:00+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/benchmarking-capital-model-results/</loc>
		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:01+00:00</lastmod>
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	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/euler-allocation-under-covariance-aggregation/</loc>
		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/worked-covariance-based-capital-allocation/</loc>
		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
	</url>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/var-component-contributions-and-differentiability/</loc>
		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/diversification-benefit-and-its-attribution/</loc>
		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:02+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/reconciling-top-down-and-bottom-up-allocations/</loc>
		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/calculating-raroc-from-business-results/</loc>
		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:03+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:04+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/the-correlation-bound-and-its-proof/</loc>
		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:05+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:06+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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		<lastmod>2026-11-12T16:48:07+00:00</lastmod>
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	<url>
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		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/gaussian-copulas-from-latent-normal-variables/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/gaussian-copula-tail-independence/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/student-t-copulas-and-shared-scale-mixtures/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/comparing-gaussian-and-t-copulas-under-stress/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/archimedean-generators-and-valid-copula-construction/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/clayton-copulas-and-lower-tail-dependence/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/gumbel-copulas-and-upper-tail-dependence/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/frank-copulas-and-dependence-without-tail-clustering/</loc>
		<lastmod>2026-11-12T16:48:08+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/rotated-archimedean-copulas-for-opposite-tail-association/</loc>
		<lastmod>2026-11-12T16:48:09+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/kendall-s-tau-and-copula-parameter-conversion/</loc>
		<lastmod>2026-11-12T16:48:09+00:00</lastmod>
	</url>
	<url>
		<loc>https://www.clinicalbiostats.com/tutorials/actuarial-cas-exam-9/rank-based-calibration-of-copula-parameters/</loc>
		<lastmod>2026-11-12T16:48:09+00:00</lastmod>
	</url>
</urlset>
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