Micro Econometrics Methods and Applications
Material type: TextPublication details: United Kingdom: Cambridge University Press, 2020Description: xxii,1034pISBN: 9780521848053Subject(s): Econometrics | Microeconomics -- Econometric modelsDDC classification: 338.5015195Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
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General Books | Central Library, Sikkim University General Book Section | 338.5015195 CAM/M (Browse shelf(Opens below)) | Available | 051158 |
Browsing Central Library, Sikkim University shelves, Shelving location: General Book Section Close shelf browser (Hides shelf browser)
338.501 MAS/M Microeconomic theory/ | 338.501 MAS/M Microeconomic theory/ | 338.501 MAS/M Microeconomic theory/ | 338.5015195 CAM/M Micro Econometrics Methods and Applications | 338.5015195 DUR/M Microeconometrics | 338.5015195 ROC/M Modelling Under Risk and Uncertainty/ | 338.5024658 ADH/B Business Economics/ |
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 --
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