Fixing parameters in GLM and Mixed Effects Models
On 24/09/09 22:34 PM, "Hamish" <hwilman at ucsd.edu> wrote:
I want to force a =1 and b= -1, yielding:
N ~ 1*Mass + (-1)*Temp + c*Precipitation + {d,e,f,g}*DIET
I think you want to have N ~ offset(Mass) + offset(-Temp) + Precipitation + DIET Most *lm functions know offset. However, you must be very careful especially with links other than identity. Moreover, you must be sure that this really is what you're looking for: the above expression would be equivalent to offset(Mass-Temp) and is Mass-Temp really something you think you want to fix.
and then see what the values of the other parameters (c-g) turn out to be, as well as the model fit when using the forced parameters in conjunction with the free parameters.
Cheers, Jari Oksanen