Lucas
2012-Feb-10 12:14 UTC
[R] Trust in a glm.nb model results with an itereation limit reached
Hello to everyone. I'm fitting a glm.nb model to a count data. I'm using about 8 predictive variables. Once a run the script I do get a result but it tells me that the iteration limit has been reached. So, can i trust the results given by the model? Could it be a multicollinearity problem? Thank you for taking the time to help me. Greetings Lucas. -- View this message in context: http://r.789695.n4.nabble.com/Trust-in-a-glm-nb-model-results-with-an-itereation-limit-reached-tp4376073p4376073.html Sent from the R help mailing list archive at Nabble.com.
David Winsemius
2012-Feb-10 15:39 UTC
[R] Trust in a glm.nb model results with an itereation limit reached
On Feb 10, 2012, at 7:14 AM, Lucas wrote:> Hello to everyone. > I'm fitting a glm.nb model to a count data. I'm using about 8 > predictive > variables. > Once a run the script I do get a result but it tells me that the > iteration > limit has been reached.Most regression functions have a control parameter that can increase the maximum number of iterations, but you provided no code so all is guesswork from here.> So, can i trust the results given by the model?Probably not. Some functions will not even record estimates if they have failed the convergence tests.> Could it be a multicollinearity problem?Could be.> > Thank you for taking the time to help me.-- David Winsemius, MD West Hartford, CT