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st: poisson will not converge
I am estimating both a linear fixed effects model and a POisson fixed
effects model. The data is individual-level longitudinal data from
the National Longitudinal Survey of Youth 1997. I want to control
for individual, state, year and state*year fixed effects. I can do
this in OLS using -xtreg-, but when I attempt to add the state fixed
effects (let alone the state*year fixed effects) in the POisson
model, it will not converge. I let it run for 10,000 iterations and
it was clearly unable to finish. Since Poisson is not a
computationally difficult likelihood to solve, I think something must
be going on with the state fixed effects. How do I brainstorm my way
out of this? What's causing this to happen?
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