NPL
Neurological Programs and Libraries
npl::RegrResult Struct Reference

#include <statistics.h>

Public Attributes

VectorXd yhat
 Predicted y values, based on estimate of Beta. More...
 
VectorXd bhat
 Estimated Beta. More...
 
double ssres
 Sum of square of the residuals. More...
 
double sigmahat
 sigma hat - estimate standard deviation of noise More...
 
double rsqr
 Coefficient of determination (Rsqr) More...
 
double adj_rsqr
 Coefficient of determination, corrected for the number of regressors. More...
 
VectorXd std_err
 Standard errors for each of the regressors. More...
 
double dof
 Degrees of freedom in the regression. More...
 
VectorXd t
 Students t score of each of the regressors. More...
 
VectorXd p
 Significance of each of the regressors. More...
 

Detailed Description

Definition at line 186 of file statistics.h.

Member Data Documentation

double npl::RegrResult::adj_rsqr

Coefficient of determination, corrected for the number of regressors.

Definition at line 217 of file statistics.h.

VectorXd npl::RegrResult::bhat

Estimated Beta.

Definition at line 196 of file statistics.h.

double npl::RegrResult::dof

Degrees of freedom in the regression.

Definition at line 227 of file statistics.h.

VectorXd npl::RegrResult::p

Significance of each of the regressors.

Definition at line 237 of file statistics.h.

double npl::RegrResult::rsqr

Coefficient of determination (Rsqr)

Definition at line 211 of file statistics.h.

double npl::RegrResult::sigmahat

sigma hat - estimate standard deviation of noise

Definition at line 206 of file statistics.h.

double npl::RegrResult::ssres

Sum of square of the residuals.

Definition at line 201 of file statistics.h.

VectorXd npl::RegrResult::std_err

Standard errors for each of the regressors.

Definition at line 222 of file statistics.h.

VectorXd npl::RegrResult::t

Students t score of each of the regressors.

Definition at line 232 of file statistics.h.

VectorXd npl::RegrResult::yhat

Predicted y values, based on estimate of Beta.

Definition at line 191 of file statistics.h.


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