Hauck-Donner
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On 06/16/2011 01:47 PM, Rob James wrote:
Ben, Thanks for this. Very helpful and clearly others have tripped over the same problem I would have supposed that the solution was to ask lrm (or glm) to use LR rather than Wald, but I don't see syntax to achieve this.
Typically drop1 or dropterm (MASS package) will drop appropriate terms from the model and test the difference via LRT (or F test). stepAIC in the MASS package will do stepwise selection via AIC. This opens the larger can of worms of why you're doing stepwise model selection in the first place ... I was surprised to see fastbw() in the rms package, since Frank Harrell is normally a vociferous opponent of stepwise approaches, but I assume (my copy of his book is not handy) that there is some context within which it makes statistical sense.
My challenge is further complicated because I had hoped to use fastbw() to generate a parsimonious model, but clearly fastbw also uses Wald, and again I see no way to modify this to use LR. Hmm.... Many thanks, Rob
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