Research Catalog

Microeconometrics : methods and applications

Title
Microeconometrics : methods and applications / A. Colin Cameron, Pravin K. Trivedi.
Author
Cameron, Adrian Colin.
Publication
New York, NY : Cambridge University Press, 2005.

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TextRequest in advance HB172 .C343 2005Off-site
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Details

Additional Authors
Trivedi, P. K.
Description
xxii, 1034 pages : illustrations; 27 cm
Subjects
Bibliography (note)
  • Includes bibliographical references (p. 961-997) and indexes.
Contents
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 -- A. Asymptotic theory -- B. Making pseudo-random draws.
ISBN
0521848059 (hardcover)
LCCN
2004022273
OCLC
  • ocm56599620
  • SCSB-5931630
Owning Institutions
Columbia University Libraries