Count Panel Data [chapter]

Badi H. Baltagi, A. Colin Cameron, Pravin K. Trivedi
2015 The Oxford Handbook of Panel Data  
This paper surveys panel data methods for count dependent variable that takes nonnegative integer values, such as number of doctor visits. The focus is on short panels, as the literature has concentrated on this case. The survey covers both static and dynamic models with random and xed e ects. The paper surveys quasi-ML methods based on the Poisson, as well as richer more parametric models -negative binomial models, nite mixture models, hurdle models and with-zeros models.
doi:10.1093/oxfordhb/9780199940042.013.0008 fatcat:toiv6n5qzbdsfc7l4vqzse3bry