Confidence intervals of black box models

Confidence intervals of black box models

Introduction

ensemble confidence intervals non-parametric confidence intervals semi-parametric confidence intervals

one-sided, 2 sided confidence intervals

jackknife for bagging confidence interval

Bootstrapping moments of ensemble statistics

Bootstrapping mean and variance

Sample size selection

Bootstrapping confidence intervals

Need to know estimate is unbiased for this.