Maximum likelihood models that was implemented during GSoC17 with Statsmodels:
- Generalized Poisson model (GP-P): GitHub PR - Status[Merged]
- Generic Zero-Inflated model , Zero-Inflated Poisson model, Zero-Inflated Generalized Poisson model, Zero-Inflated Generalized Negative Binomial model: Github PR - Status[Review]
- Generic Truncated model and Poisson Truncated model, Truncated Generalized Negative Binomial model, Truncated Generalized Poisson model: GitHub PR - Status[Review]
- Generic Censored model, Censored Poisson model, Censored Generalized Poisson model, Censored Negative Binomial model: GitHub PR - Status[Review]
- Hurdle model: GitHub PR - Status[Need tests]
- Generalized Negative Binomial (NB-P) model: GitHub PR - Status[Merged]
3, 4, 5 PR goes as a single PR, but includes very different model. That was done, because Hurdle model based on Truncated and Censored model.