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e-book : Microeconometrics Using Stata. Volume II: Nonlinear Models and Casual Inference Methods

Ebook

CAMERON A. Colin (Edited by) ; TRIVEDI Pravin K. (Edited by)

STATA PRESS PUBLICATION

2022

858

ECONOMETRICS ; NONLINEAR PROGRAMMING

Link to the ebook : https://login.ezproxy.univ-catholille.fr/login?url=https://s...

eISBN : 9781597183642

Contents :
16. Nonlinear optimization methods
17. Binary outcome models
18. Multinomial models
19. Tobit and selection models
20. Count-data models
21. Survival analysis for duration data
22. Nonlinear panel models
23. Parametric models for heterogeneity and endogeneity
24. Randomized control trials and exogenous treatment effects
25. Endogenous treatment effects
26. Spatial regression
27. Semiparametric regression
28. Machine learning for prediction and inference
29. Bayesian methods: Basics
30. Bayesian methods: Markov chain Monte Carlo algorithms

Glossary of abbreviations
References

Language : English

Print : 2ème

Location : Nice Library

Material : Electronic

Statement : Présent

Owner : Bibliothèque