A new exponential bootstrap method constructs monotonicity-compliant confidence intervals for rate estimates under compound Poisson models and importance sampling in autonomous vehicle evaluation.
Note that the second inequality in (A.1) suggests an upper bound by the1− α 2 quantile ofPK i=1 w∗ i Ti(xi + 1), which is however too conservative
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Confidence Intervals for Rate Estimation with Importance Sampling in Autonomous Vehicle Evaluation
A new exponential bootstrap method constructs monotonicity-compliant confidence intervals for rate estimates under compound Poisson models and importance sampling in autonomous vehicle evaluation.