Multiple imputation result. More...

#include <missing_data.hpp>

Public Attributes
std::vector< std::vector< std::vector< double > > >	imputed_datasets
	Imputed datasets.

std::size_t	m = 0
	Number of imputations.

std::vector< double >	pooled_means
	Pooled means.

std::vector< double >	pooled_vars
	Pooled variances.

std::vector< double >	within_vars
	Within-imputation variances.

std::vector< double >	between_vars
	Between-imputation variances.

std::vector< double >	fraction_missing_info
	Fraction of missing information (FMI)

Detailed Description

Multiple imputation result.

Structure storing results of multiple imputation. Contains multiple imputed datasets, pooled statistics, within-imputation variance, between-imputation variance, and fraction of missing information.

Definition at line 355 of file missing_data.hpp.

Member Data Documentation

◆ between_vars

std::vector<double> statcpp::multiple_imputation_result::between_vars

Between-imputation variances.

Definition at line 361 of file missing_data.hpp.

◆ fraction_missing_info

std::vector<double> statcpp::multiple_imputation_result::fraction_missing_info

Fraction of missing information (FMI)

Definition at line 362 of file missing_data.hpp.

◆ imputed_datasets

std::vector<std::vector<std::vector<double> > > statcpp::multiple_imputation_result::imputed_datasets

Imputed datasets.

Definition at line 356 of file missing_data.hpp.

◆ m

std::size_t statcpp::multiple_imputation_result::m = 0

Number of imputations.

Definition at line 357 of file missing_data.hpp.

◆ pooled_means

std::vector<double> statcpp::multiple_imputation_result::pooled_means

Pooled means.

Definition at line 358 of file missing_data.hpp.

◆ pooled_vars

std::vector<double> statcpp::multiple_imputation_result::pooled_vars

Pooled variances.

Definition at line 359 of file missing_data.hpp.

◆ within_vars

std::vector<double> statcpp::multiple_imputation_result::within_vars

Within-imputation variances.

Definition at line 360 of file missing_data.hpp.

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

include/statcpp/missing_data.hpp

Public Attributes