statcpp::residual_diagnostics Struct Reference

Structure to store residual diagnostics results. More...

#include <linear_regression.hpp>

Public Attributes
std::vector< double >	residuals
	Residuals.
std::vector< double >	standardized_residuals
	Standardized residuals.
std::vector< double >	studentized_residuals
	Studentized residuals.
std::vector< double >	hat_values
	Leverage values.
std::vector< double >	cooks_distance
	Cook's distance.
double	durbin_watson
	Durbin-Watson statistic.

Detailed Description

Structure to store residual diagnostics results.

Holds various diagnostic statistics for regression model residuals. Used for detecting outliers, influential points, and testing for autocorrelation.

Definition at line 97 of file linear_regression.hpp.

Member Data Documentation

cooks_distance

std::vector<double> statcpp::residual_diagnostics::cooks_distance

Cook's distance.

Definition at line 102 of file linear_regression.hpp.

durbin_watson

double statcpp::residual_diagnostics::durbin_watson

Durbin-Watson statistic.

Definition at line 103 of file linear_regression.hpp.

hat_values

std::vector<double> statcpp::residual_diagnostics::hat_values

Leverage values.

Definition at line 101 of file linear_regression.hpp.

residuals

std::vector<double> statcpp::residual_diagnostics::residuals

Residuals.

Definition at line 98 of file linear_regression.hpp.

standardized_residuals

std::vector<double> statcpp::residual_diagnostics::standardized_residuals

Standardized residuals.

Definition at line 99 of file linear_regression.hpp.

studentized_residuals

std::vector<double> statcpp::residual_diagnostics::studentized_residuals

Studentized residuals.

Definition at line 100 of file linear_regression.hpp.

---

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

• include/statcpp/linear_regression.hpp