Robust Multivariate Analysis By David J. Olive English | PDF,EPUB | 2017 | 508 Pages | ISBN : 3319682512 | 19.03 MB
This text presents methods that are robust to the assumption of a multivariate normal distribution or methods that are robust to certain types of outliers. Instead of using exact theory based on the multivariate normal distribution, the simpler and more applicable large sample theory is given. The text develops among the first practical robust regression and robust multivariate location and dispersion estimators backed by theory.
Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis (2nd edition) By Jr. Frank E. Harrell 2015 | 610 Pages | ISBN: 3319194240 | PDF | 8 MB