Topic: Simulation-Based Design Assurance

Monte Carlo Error Versus Design Uncertainty

Monte Carlo Standard Errors for Simulated Rates

Importance Sampling for Rare Failure Probabilities

Independent Implementations as Validation

Go-No-Go Assurance Under Uncertain Inputs

Failure Probability and Design Feasibility

Estimator Bias and Interval Coverage in Simulated Trials

Evaluating Delayed or Incomplete Interim Data

Evaluating Sample Size and Trial Duration

Evaluating Subgroup Prevalence Uncertainty