Advanced econometrics /
Amemiya, Takeshi,
Advanced econometrics / Takeshi Amemiya. - vi, 521 pages : illustrations ; 25 cm
Includes bibliographical references and index.
Classical Least Squares Theory -- Recent Developments in Regression Analysis -- Large Sample Theory -- Asymptotic Properties of Extremum Estimators -- Time Series Analysis -- Generalized Least Squares Theory -- Linear Simultaneous Equations Models -- Nonlinear Simultaneous Equations Models -- Qualitative Response Models -- Tobit Models -- Markov Chain and Duration Models -- Useful Theorems in Matrix Analysis -- Distribution Theory. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. Appendix 1. Appendix 2.
"Advanced Econometrics is both a comprehensive text for graduate students and a reference work for econometricians. It will also be valuable to those doing statistical analysis in the other social sciences. Its main features are a thorough treatment of cross-section models, including qualitative response models, censored and truncated regression models, and Markov and duration models, as well as a rigorous presentation of large sample theory, classical least-squares and generalized least-squares theory, and nonlinear simultaneous equation models. Although the treatment is mathematically rigorous, the author has employed the theorem-proof method with simple, intuitively accessible assumptions. This enables readers to understand the basic structure of each theorem and to generalize it for themselves depending on their needs and abilities. Many simple applications of theorems are given either in the form of examples in the text or as exercises at the end of each chapter in order to demonstrate their essential points."--Publisher's website.
0674005600 9780674005600
85000845
Econometrics.
HB139 / .A5 1985
330.028
Advanced econometrics / Takeshi Amemiya. - vi, 521 pages : illustrations ; 25 cm
Includes bibliographical references and index.
Classical Least Squares Theory -- Recent Developments in Regression Analysis -- Large Sample Theory -- Asymptotic Properties of Extremum Estimators -- Time Series Analysis -- Generalized Least Squares Theory -- Linear Simultaneous Equations Models -- Nonlinear Simultaneous Equations Models -- Qualitative Response Models -- Tobit Models -- Markov Chain and Duration Models -- Useful Theorems in Matrix Analysis -- Distribution Theory. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. Appendix 1. Appendix 2.
"Advanced Econometrics is both a comprehensive text for graduate students and a reference work for econometricians. It will also be valuable to those doing statistical analysis in the other social sciences. Its main features are a thorough treatment of cross-section models, including qualitative response models, censored and truncated regression models, and Markov and duration models, as well as a rigorous presentation of large sample theory, classical least-squares and generalized least-squares theory, and nonlinear simultaneous equation models. Although the treatment is mathematically rigorous, the author has employed the theorem-proof method with simple, intuitively accessible assumptions. This enables readers to understand the basic structure of each theorem and to generalize it for themselves depending on their needs and abilities. Many simple applications of theorems are given either in the form of examples in the text or as exercises at the end of each chapter in order to demonstrate their essential points."--Publisher's website.
0674005600 9780674005600
85000845
Econometrics.
HB139 / .A5 1985
330.028