Aug

27

Applied Linear Statistical Models, by J. Neter, M. H. Kutner, C. J. Nachstein, and W. Wasserman, (Times Mirror Higher Education Group, Chicago, 1996), 4th ed.

I have been using and teaching from Neter et al.'s book on regression for 28 years now. Great book. First chapters show you how to do univariate regression via loop/summation indexing on a worked example, then they show you how to do multivariate regression using matrix notation. All the best/hard topics are covered, including multi-collinearity and prediction intervals. You need to understand regression at this level to know when it is working and not working, as well as to code it and interpret outputs from stats programs like JMP. The 2nd half of the book shows you how to do ANOVA in terms of regression.

There is a 5th edition out, and you can download the pdf from various places.


Comments

Name

Email

Website

Speak your mind

Archives

Resources & Links

Search