Tutorials - Regression

Subject Components Tutorial Dataset
PLS Regression
Partial Least Squares Regression.
Define Status
orange juice
Multiple Linear Regression
Performs multiple linear regression, predict mpg from cars characteristics.
Define Status
Multiple linear regression
Univariate discrete stat
Group characterization
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
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.