Optimal sufficient dimension reduction in regressions with categorical predictors

166 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Prediction by Supervised Principal Components (2006, methodology): “Related applications to microarray data include those of Chiaromonte and Martinelli (2002), Antoniadis, Lambert-Lacroix, and Leblanc (2003), and Bura and Pfeiffer (2003).”
Collinearity: a review of methods to deal with it and a simulation study evaluating their performance (2013, background): “Coefficients can be estimated, but with inflated standard errors (see Wheeler 2007, for spatial regression 115 examples).”