Introduction

bootstraphistogram provides a multi-dimensional histogram that implements Poisson bootstrap resampling of the bin values. This provides a computationally efficient numerical method for estimating the distribution of the statistic represented by the bin values.

The main class is implemented in bootstraphistogram.BootstrapHistogram. Some basic plotting functions are provided in bootstraphistogram.plot. bootstraphistogram.BootstrapEfficiency handles the common case of computing the fraction of data points passing some selection criteria. See Examples.