statcpp::bootstrap_result Struct Reference

Structure to store bootstrap estimation results. More...

#include <resampling.hpp>

Public Attributes
double	estimate
	Estimated statistic computed from original data.
double	standard_error
	Bootstrap standard error.
double	ci_lower
	Lower bound of confidence interval.
double	ci_upper
	Upper bound of confidence interval.
double	bias
	Bias (replicate mean - estimate)
std::vector< double >	replicates
	All bootstrap replicate statistics.

Detailed Description

Structure to store bootstrap estimation results.

Holds the estimated statistic from bootstrap method, standard error, confidence interval, bias, and all replicate statistics.

Definition at line 40 of file resampling.hpp.

Member Data Documentation

bias

double statcpp::bootstrap_result::bias

Bias (replicate mean - estimate)

Definition at line 45 of file resampling.hpp.

ci_lower

double statcpp::bootstrap_result::ci_lower

Lower bound of confidence interval.

Definition at line 43 of file resampling.hpp.

ci_upper

double statcpp::bootstrap_result::ci_upper

Upper bound of confidence interval.

Definition at line 44 of file resampling.hpp.

estimate

double statcpp::bootstrap_result::estimate

Estimated statistic computed from original data.

Definition at line 41 of file resampling.hpp.

replicates

std::vector<double> statcpp::bootstrap_result::replicates

All bootstrap replicate statistics.

Definition at line 46 of file resampling.hpp.

standard_error

double statcpp::bootstrap_result::standard_error

Bootstrap standard error.

Definition at line 42 of file resampling.hpp.

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The documentation for this struct was generated from the following file:

• include/statcpp/resampling.hpp