Topic: Bootstrap, Profile Likelihood and Parameter Uncertainty

Profiling Correlations and Covariance Parameters

Parametric Bootstrap for NLME Parameter Intervals

Percentile Bootstrap Confidence Intervals in NLME Models

Observed Information From the Marginal Likelihood

Monte Carlo Error in Bootstrap Confidence Limits

Likelihood-Ratio Cutoffs for Profile Intervals

Joint Confidence Regions for Correlated NLME Parameters

Handling Failed Bootstrap Fits Without Selection Bias

Flat Profiles as Evidence of Practical Nonidentifiability

Diagnosing Bootstrap Parameter Distributions