This makes a lot of sense. Sounds like it will also help with convergence with a highly parameterized model rather than make it more complex, which is what I’d been afraid of.
This also suggests that if there are nearly colinear factors this should help keep them close to zero rather than splitting off to inf and -inf, which is part of the issue I was having.
Thanks!