Structure to store simple regression analysis results. More...

#include <linear_regression.hpp>

Public Attributes
double	intercept
	Intercept (b0)

double	slope
	Slope (b1)

double	intercept_se
	Standard error of intercept.

double	slope_se
	Standard error of slope.

double	intercept_t
	t-statistic for intercept

double	slope_t
	t-statistic for slope

double	intercept_p
	p-value for intercept

double	slope_p
	p-value for slope

double	r_squared
	Coefficient of determination R^2.

double	adj_r_squared
	Adjusted R^2.

double	residual_se
	Residual standard error.

double	f_statistic
	F-statistic.

double	f_p_value
	p-value for F-test

double	df_regression
	Regression degrees of freedom.

double	df_residual
	Residual degrees of freedom.

double	ss_total
	Total sum of squares.

double	ss_regression
	Regression sum of squares.

double	ss_residual
	Residual sum of squares.

Detailed Description

Structure to store simple regression analysis results.

Holds regression coefficients, standard errors, test statistics, and coefficient of determination for simple regression y = b0 + b1*x.

Definition at line 35 of file linear_regression.hpp.

Member Data Documentation

◆ adj_r_squared

double statcpp::simple_regression_result::adj_r_squared

Adjusted R^2.

Definition at line 45 of file linear_regression.hpp.

◆ df_regression

double statcpp::simple_regression_result::df_regression

Regression degrees of freedom.

Definition at line 49 of file linear_regression.hpp.

◆ df_residual

double statcpp::simple_regression_result::df_residual

Residual degrees of freedom.

Definition at line 50 of file linear_regression.hpp.

◆ f_p_value

double statcpp::simple_regression_result::f_p_value

p-value for F-test

Definition at line 48 of file linear_regression.hpp.

◆ f_statistic

double statcpp::simple_regression_result::f_statistic

F-statistic.

Definition at line 47 of file linear_regression.hpp.

◆ intercept

double statcpp::simple_regression_result::intercept

Intercept (b0)

Definition at line 36 of file linear_regression.hpp.

◆ intercept_p

double statcpp::simple_regression_result::intercept_p

p-value for intercept

Definition at line 42 of file linear_regression.hpp.

◆ intercept_se

double statcpp::simple_regression_result::intercept_se

Standard error of intercept.

Definition at line 38 of file linear_regression.hpp.

◆ intercept_t

double statcpp::simple_regression_result::intercept_t

t-statistic for intercept

Definition at line 40 of file linear_regression.hpp.

◆ r_squared

double statcpp::simple_regression_result::r_squared

Coefficient of determination R^2.

Definition at line 44 of file linear_regression.hpp.

◆ residual_se

double statcpp::simple_regression_result::residual_se

Residual standard error.

Definition at line 46 of file linear_regression.hpp.

◆ slope

double statcpp::simple_regression_result::slope

Slope (b1)

Definition at line 37 of file linear_regression.hpp.

◆ slope_p

double statcpp::simple_regression_result::slope_p

p-value for slope

Definition at line 43 of file linear_regression.hpp.

◆ slope_se

double statcpp::simple_regression_result::slope_se

Standard error of slope.

Definition at line 39 of file linear_regression.hpp.

◆ slope_t

double statcpp::simple_regression_result::slope_t

t-statistic for slope

Definition at line 41 of file linear_regression.hpp.

◆ ss_regression

double statcpp::simple_regression_result::ss_regression

Regression sum of squares.

Definition at line 52 of file linear_regression.hpp.

◆ ss_residual

double statcpp::simple_regression_result::ss_residual

Residual sum of squares.

Definition at line 53 of file linear_regression.hpp.

◆ ss_total

double statcpp::simple_regression_result::ss_total

Total sum of squares.

Definition at line 51 of file linear_regression.hpp.

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

include/statcpp/linear_regression.hpp

Public Attributes