Developer documentation
Version 3.0.3-105-gd3941f44
MR::Math::Stats::GLM Namespace Reference

Classes

class  Hypothesis
 
class  TestBase
 
class  TestFixedHeteroscedastic
 
class  TestFixedHomoscedastic
 
class  TestVariableHeteroscedastic
 
class  TestVariableHomoscedastic
 

Functions

App::OptionGroup glm_options (const std::string &element_name)
 
void check_design (const matrix_type &, const bool)
 
index_array_type load_variance_groups (const size_t num_inputs)
 
vector< Hypothesisload_hypotheses (const std::string &file_path)
 
matrix_type solve_betas (const matrix_type &measurements, const matrix_type &design)
 
vector_type abs_effect_size (const matrix_type &measurements, const matrix_type &design, const Hypothesis &hypothesis)
 
matrix_type abs_effect_size (const matrix_type &measurements, const matrix_type &design, const vector< Hypothesis > &hypotheses)
 
matrix_type stdev (const matrix_type &measurements, const matrix_type &design)
 
matrix_type stdev (const matrix_type &measurements, const matrix_type &design, const index_array_type &variance_groups)
 
vector_type std_effect_size (const matrix_type &measurements, const matrix_type &design, const Hypothesis &hypothesis)
 
matrix_type std_effect_size (const matrix_type &measurements, const matrix_type &design, const vector< Hypothesis > &hypotheses)
 
void all_stats (const matrix_type &measurements, const matrix_type &design, const vector< Hypothesis > &hypotheses, const index_array_type &variance_groups, matrix_type &betas, matrix_type &abs_effect_size, matrix_type &std_effect_size, matrix_type &stdev)
 
void all_stats (const matrix_type &measurements, const matrix_type &design, const vector< CohortDataImport > &extra_columns, const vector< Hypothesis > &hypotheses, const index_array_type &variance_groups, vector_type &cond, matrix_type &betas, matrix_type &abs_effect_size, matrix_type &std_effect_size, matrix_type &stdev)
 

Variables

const char *const column_ones_description
 

Function Documentation

◆ check_design()

void MR::Math::Stats::GLM::check_design ( const matrix_type ,
const bool   
)

◆ glm_options()

App::OptionGroup MR::Math::Stats::GLM::glm_options ( const std::string &  element_name)

◆ load_hypotheses()

vector< Hypothesis > MR::Math::Stats::GLM::load_hypotheses ( const std::string &  file_path)

◆ load_variance_groups()

index_array_type MR::Math::Stats::GLM::load_variance_groups ( const size_t  num_inputs)

Variable Documentation

◆ column_ones_description

const char* const MR::Math::Stats::GLM::column_ones_description
extern