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- catalog abstract "The primary objective of this text is to establish the framework for the empirical modelling of observational (non-experimental) data. The book is aimed at students taking introductory courses in proabilitity theory and statistical inference.".
- catalog contributor b11101278.
- catalog created "1999.".
- catalog date "1999".
- catalog date "1999.".
- catalog dateCopyrighted "1999.".
- catalog description "1. An introduction to empirical modeling -- 2. Probability theory : a modeling framework -- 3. The notion of a probability model -- App. A. Univariate probability models -- 4. The notion of a random sample -- App. B. Bivariate distributions -- 5. Probabilistic concepts and real data -- 6. The notion of non-random sample -- 7. Regression and related notions -- 8. Stochastic processes -- 9. Limit theorems -- 10. From probability theory to statistical inference -- 11. An introduction to statistical inference -- 12. Estimation I: Properties of estimators -- 13. Estimation II: Methods of estimation -- 14. Hypothesis testing -- 15. Misspecification testing.".
- catalog description "Includes bibliographical references (p. 787-805) and index.".
- catalog description "The primary objective of this text is to establish the framework for the empirical modelling of observational (non-experimental) data. The book is aimed at students taking introductory courses in proabilitity theory and statistical inference.".
- catalog extent "xxvii, 815 p. :".
- catalog identifier "0521413540".
- catalog issued "1999".
- catalog issued "1999.".
- catalog language "eng".
- catalog publisher "Cambridge, UK ; New York, NY, USA : Cambridge University Press,".
- catalog subject "330/.01/5195 21".
- catalog subject "Econometrics.".
- catalog subject "HB139 .S63 1998".
- catalog subject "Probabilities.".
- catalog tableOfContents "1. An introduction to empirical modeling -- 2. Probability theory : a modeling framework -- 3. The notion of a probability model -- App. A. Univariate probability models -- 4. The notion of a random sample -- App. B. Bivariate distributions -- 5. Probabilistic concepts and real data -- 6. The notion of non-random sample -- 7. Regression and related notions -- 8. Stochastic processes -- 9. Limit theorems -- 10. From probability theory to statistical inference -- 11. An introduction to statistical inference -- 12. Estimation I: Properties of estimators -- 13. Estimation II: Methods of estimation -- 14. Hypothesis testing -- 15. Misspecification testing.".
- catalog title "Probability theory and statistical inference : econometric modeling with observational data / Aris Spanos.".
- catalog type "text".