anova.hpp File Reference

Analysis of Variance (ANOVA) More...

#include "statcpp/continuous_distributions.hpp"
#include <algorithm>
#include <cmath>
#include <cstddef>
#include <limits>
#include <numeric>
#include <stdexcept>
#include <string>
#include <utility>
#include <vector>

Include dependency graph for anova.hpp:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
struct	statcpp::anova_row
	Structure representing a row in the ANOVA table. More...
struct	statcpp::one_way_anova_result
	Structure storing one-way ANOVA results. More...
struct	statcpp::two_way_anova_result
	Structure storing two-way ANOVA results. More...
struct	statcpp::posthoc_comparison
	Structure storing individual pairwise comparison result in post-hoc tests. More...
struct	statcpp::posthoc_result
	Structure storing post-hoc comparison results. More...
struct	statcpp::ancova_result
	Structure storing ANCOVA (Analysis of Covariance) results. More...

Namespaces
namespace	statcpp

Functions
one_way_anova_result	statcpp::one_way_anova (const std::vector< std::vector< double > > &groups)
	Perform one-way analysis of variance.
two_way_anova_result	statcpp::two_way_anova (const std::vector< std::vector< std::vector< double > > > &data)
	Perform two-way analysis of variance (with replication)
posthoc_result	statcpp::tukey_hsd (const one_way_anova_result &anova_result, const std::vector< std::vector< double > > &groups, double alpha=0.05)
	Perform Tukey's Honestly Significant Difference (HSD) test.
posthoc_result	statcpp::bonferroni_posthoc (const one_way_anova_result &anova_result, double alpha=0.05)
	Perform Bonferroni method for multiple comparisons.
posthoc_result	statcpp::dunnett_posthoc (const one_way_anova_result &anova_result, std::size_t control_group=0, double alpha=0.05)
	Perform Dunnett's test for multiple comparisons against a control group.
posthoc_result	statcpp::scheffe_posthoc (const one_way_anova_result &anova_result, double alpha=0.05)
	Perform Scheffe's method for multiple comparisons.
ancova_result	statcpp::one_way_ancova (const std::vector< std::vector< std::pair< double, double > > > &groups)
	Perform one-way analysis of covariance.
double	statcpp::eta_squared (const one_way_anova_result &result)
	Calculate Eta-squared for one-way ANOVA.
double	statcpp::partial_eta_squared_a (const two_way_anova_result &result)
	Calculate Partial eta-squared for factor A in two-way ANOVA.
double	statcpp::partial_eta_squared_b (const two_way_anova_result &result)
	Calculate Partial eta-squared for factor B in two-way ANOVA.
double	statcpp::partial_eta_squared_interaction (const two_way_anova_result &result)
	Calculate Partial eta-squared for interaction in two-way ANOVA.
double	statcpp::omega_squared (const one_way_anova_result &result)
	Calculate Omega-squared for one-way ANOVA.
double	statcpp::cohens_f (const one_way_anova_result &result)
	Calculate Cohen's f for one-way ANOVA.

Detailed Description

Analysis of Variance (ANOVA)

Provides ANOVA-related functions including one-way ANOVA, two-way ANOVA, analysis of covariance, and post-hoc tests.

Definition in file anova.hpp.