glm.h File Reference

#include "app.h"
#include "types.h"
#include "math/condition_number.h"
#include "math/least_squares.h"
#include "math/zstatistic.h"
#include "math/stats/import.h"
#include "math/stats/typedefs.h"
#include "misc/bitset.h"

Go to the source code of this file.

Classes
class	MR::Math::Stats::GLM::Hypothesis
class	MR::Math::Stats::GLM::TestBase
class	MR::Math::Stats::GLM::TestFixedHomoscedastic
class	MR::Math::Stats::GLM::TestFixedHeteroscedastic
class	MR::Math::Stats::GLM::TestVariableHomoscedastic
class	MR::Math::Stats::GLM::TestVariableHeteroscedastic

Namespaces
namespace	MR
namespace	MR::Math
namespace	MR::Math::Stats
namespace	MR::Math::Stats::GLM

Functions
App::OptionGroup	MR::Math::Stats::GLM::glm_options (const std::string &element_name)
void	MR::Math::Stats::GLM::check_design (const matrix_type &, const bool)
index_array_type	MR::Math::Stats::GLM::load_variance_groups (const size_t num_inputs)
vector< Hypothesis >	MR::Math::Stats::GLM::load_hypotheses (const std::string &file_path)
matrix_type	MR::Math::Stats::GLM::solve_betas (const matrix_type &measurements, const matrix_type &design)
vector_type	MR::Math::Stats::GLM::abs_effect_size (const matrix_type &measurements, const matrix_type &design, const Hypothesis &hypothesis)
matrix_type	MR::Math::Stats::GLM::abs_effect_size (const matrix_type &measurements, const matrix_type &design, const vector< Hypothesis > &hypotheses)
matrix_type	MR::Math::Stats::GLM::stdev (const matrix_type &measurements, const matrix_type &design)
matrix_type	MR::Math::Stats::GLM::stdev (const matrix_type &measurements, const matrix_type &design, const index_array_type &variance_groups)
vector_type	MR::Math::Stats::GLM::std_effect_size (const matrix_type &measurements, const matrix_type &design, const Hypothesis &hypothesis)
matrix_type	MR::Math::Stats::GLM::std_effect_size (const matrix_type &measurements, const matrix_type &design, const vector< Hypothesis > &hypotheses)
void	MR::Math::Stats::GLM::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	MR::Math::Stats::GLM::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	MR::Math::Stats::GLM::column_ones_description