Wang, Peiming; Cockburn, Iain; Puterman, Martin L. - Society for Computational Economics - SCE
We analyze cross-sectional patent data using a finite mixed Poisson regression model with covariates in Poisson rates and mixing probabilities. Maximum likelihood estimation based on the EM and quasi-Newton algorithms, a model selection procedure, residual analysis and goodness-of-fit tests are...