# 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.