report_MSE

a numeric vector that contains the true values

real

a numeric vector that contains the predicted values.

prediction

Some MSE reporting to have an overview of the predictive quality of a model.

Linear regression based on a recursive structural equation model
(explicit multiples correlations) found by a M.C.M.C.(Markov Chain Monte Carlo) algorithm.
It permits to face highly correlated variables. Variable selection is included (by lasso,
elastic net, etc.). It also provides some graphical tools for basic statistics.
For more information about the method, read the PhD thesis of Clement Thery (2015) in the link below.

Clement THERY

CorReg

Linear Regression Based on Linear Structure Between Variables

Clement Thery

Christophe Biernacki

Gaetan Loridant

Florian Watrin

Quentin Grimonprez

Vincent Kubicki

Samuel Blanck

Jeremie Kellner

report_MSE function

Quickly reports some MSE — report_MSE

Quickly reports some MSE

report_MSE: Quickly reports some MSE

Description

Usage

Arguments

Value