Tutorials - Regression

Subject Components Tutorial Dataset
PLS Regression
Partial Least Squares Regression.
Dataset
Define Status
PLS
orange juice
Multiple Linear Regression
Performs multiple linear regression, predict mpg from cars characteristics.
Dataset
Define Status
Multiple linear regression
Univariate discrete stat
Group characterization
autompg
Forward Selection
Forward selection for regression analysis, based on partial correlation
Forward Entry Regression
Crime dataset
Outliers and influential points for Regression Analysis
Computation and evaluation of the usual measure of influence (leverage, RSTUDENT, DFFITS, Cook's D, COVRATIO, DFBETAS) and comparison with predefined cut value.
Outlier Detection
DFBETAS
US Population
Regression trees
We show the induction of regression trees in TANAGRA, we use the well-known HOUSING dataset.
Regression trees
Housing dataset


Ricco Rakotomalala.