[R] [OT] good reference for mixed models and EM algorithm

Murray Jorgensen maj at stats.waikato.ac.nz
Mon Feb 11 21:58:26 CET 2008


Erin,

as well as P & B can I recommend

McCullogh CE, Searle SR (2000), Generalized, Linear, and Mixed Models, Wiley

I also found

Data analysis using regression and multilevel/hierarchical models by
Andrew Gelman and Jennifer Hill.
  Cambridge ; New York : Cambridge University Press, 2007.

useful although it takes a Bayesian rather than EM approach.

Cheers,  Murray

-- 
Dr Murray Jorgensen      http://www.stats.waikato.ac.nz/Staff/maj.html
Department of Statistics, University of Waikato, Hamilton, New Zealand
Email: maj at waikato.ac.nz                                Fax 7 838 4155
Phone  +64 7 838 4773 wk    Home +64 7 825 0441    Mobile 021 1395 862



More information about the R-help mailing list