“LINEAR REGRESSION collinearity suppression xxxXX,” http://www.psych.umn.edu/faculty/waller/classes/mult10/readings/wall05.pdf. by Friedman, Wall, Graphical Views of Suppression and Multicollinearity in
- Multiple Linear Regression
multicollinearity - concise introduction
wiki - multicollinearity
CAUTION WITH RULES OF THUMB - factors affecting collinearity (variance of regression coefs)
- O Brien
short one-page on multicollinearity measures: tolerance, variance inflation factor (1/tolerance) and its management
orthogonalization , factor analysis for collinearity - ppt - example from functional MRI
mediation, cf MLR, sobel test, structural equation modelling, pathway analysis....
structural collinearity Reducing structural multicollinearity XXX
A caution regarding rules of thumb for variance inflation factors XXX
treating multicollinearity
... one way is combining of correlated variables into one, if it makes sense Leech eta al 2005 SPSS for intermediate statistics, p 96
cf centering
suppression c Am. Statistician
effect of variable that is not correlated with outcome, but correlated with other predictors - it increases variance of estimates of other predictors. (Graphical views of suppression and multicollinearity in multiple linear regression.)
