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|a Spanos, Aris,
|d 1952-
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|a Probability theory and statistical inference :
|b econometric modeling with observational data /
|c Aris Spanos.
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|a Cambridge, UK ;
|a New York, NY, USA :
|b Cambridge University Press,
|c ©1999.
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|a 1 online resource (xxvii, 815 pages) :
|b illustrations
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|a text
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|a Includes bibliographical references (pages 787-805) and index.
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|a Print version record.
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|a 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.
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|a 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.
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|a 15. Misspecification testing.
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|a App. B. Bivariate distributions -- 5. Probabilistic concepts and real data -- 6. The notion of a non-random sample -- 7. Regression and related notions -- 8. Stochastic processes -- 9. Limit theorems.
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|a 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.
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|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a Econometrics.
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|a Probabilities.
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|a Probabilities.
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650 |
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|a Econometrics.
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650 |
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|i Print version:
|a Spanos, Aris, 1952-
|t Probability theory and statistical inference.
|d Cambridge, UK ; New York, NY, USA : Cambridge University Press, ©1999
|z 0521413540
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