[R] general question about dropping terms of glm model fits

2011-03-18 Thread Sacha Viquerat
hello dear list! as I am currently helping someone with their statistical analysis of a count survey, I stumbled upon a very basic question upon model optimization: when fitting a model like: model-lmer(abundance~(x+y+z)^3,family=poisson,...) in which x,y,z are continuous abiotic parameters

Re: [R] general question about dropping terms of glm model fits

2011-03-18 Thread Frank Harrell
It will distort statistical inference to drop any terms on the basis of P-values, AIC, etc.. If you drop terms, use the hierarchy principle. High correlations between variables don't necessarily invalidate a test. Frank Sacha Viquerat-2 wrote: hello dear list! as I am currently helping