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[R] likelyhood maximization problem with polr

blackscorpio

2010-09-06

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Dear community,

I am currently trying to fit an ordinal logistic regression model with the
polr function. I often get the same error message :

"attempt to find suitable starting values failed", for example with :

require(MASS)
data(iris)
polr(Species~Sepal.Length+Sepal.Width+Petal.Length+Petal.Width,iris)

(I know the response variable Species should be nominal but I do as levels
were ordered for the example).
I think this is a likelyhood maximization problem ; I tried to solve this by
setting the "start" option of polr to a null or a random vector by it
doesn't garantee to find "a good" solution at the end.

Does anyone have a clue ?

Thanks a lot !
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