Microeconometrics Using Stata, Second Edition, Volume II: Nonlinear Models and Casual Inference Methods (Paperback, 2)

Nonlinear optimization methods Binary outcome models Multinomial models Tobit and selection models Count-data models Survival analysis for duration data Nonlinear panel models Parametric models for heterogeneity and endogeneity Randomized control trials and exogenous treatment effects Endogenous treatment effects Spatial regression Semiparametric regression Machine learning for prediction and inference Bayesian methods: Basics Bayesian methods: Markov chain Monte Carlo algorithms