Cameron, Colin.A

Micro Econometrics Methods and Applications - United Kingdom: Cambridge University Press, 2020. - xxii,1034p.

1. Overview --
2. Causal and noncasual models --
3. Microeconomic data structures --
4. Linear models --
5. Maximum likelihood and nonlinear least-squares estimation --
6. Generalized method of moments and systems estimation --
7. Hypothesis tests --
8. Specification tests and model selection --
9. Semiparametric methods --
10. Numerical optimization --
11. Bootstrap methods --
12. Simulation-based methods --
13. Bayesian methods --
14. Binary outcome models --
15. Multinomial models --
16. Tobit and selection models --
17. Transition data : survival analysis --
18. Mixture models and unobserved heterogeneity --
19. Models of multiple hazards --
20. Models of count data --
21. Linear panel models : basics --
22. Linear panel models : extensions --
23. Nonlinear panel models --
24. Stratified and clustered samples --
25. Treatment evaluation --
26. Measurement error models --
27. Missing data and imputation --

9780521848053


Econometrics.
Microeconomics -- Econometric models.

338.5015195 / CAM/M