parameter restrictions
Shu Ding <dingx099 at ...> writes:
*is there a simple way in R to add parameter restrictions to linear mixed effects models. Specifically I would like to restrict slope coefficients to be* *b1<0 and 0<b2< -b1 and 0<b3< -b1-b2 and
and 0<b7< -b1-b2-b3-b4-b5-b6.*
* * *Can I use lmeControl, optim, optimx? And How?*
I don't think there's an easy way to do this. You could use AD Model Builder, which allows box constraints (lower < parameter < upper ) on individual parameters; reparameterization (e.g. make b2' = -b2/b1, constrain it between 0 and 1, then b2 will be constrained between 0 and -b1); and generalized penalties. But there's a pretty steep learning curve. Ben Bolker