Holdings: Probability theory and statistical inference :

Probability theory and statistical inference :: econometric modeling with observational data /

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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Bibliographic Details
Main Author:	Spanos, Aris, 1952-
Format:	Electronic eBook
Language:	English
Published:	Cambridge, UK ; New York, NY, USA : Cambridge University Press, ©1999.
Subjects:	Econometrics. Probabilities. Économétrie. Probabilités. probability. BUSINESS & ECONOMICS > Econometrics. BUSINESS & ECONOMICS > Statistics. Mathematical statistics. Econometrics Probabilities Waarschijnlijkheidstheorie. Econometrische modellen. Statistische analyse. Econometria. Modèles mathématiques. Modèles économétriques. Electronic books. Leermiddelen (vorm)
Online Access:	DE-862 DE-863
Summary:	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.
Physical Description:	1 online resource (xxvii, 815 pages) : illustrations
Bibliography:	Includes bibliographical references (pages 787-805) and index.
ISBN:	0511010974 9780511010972 0511116039 9780511116032 9780511754081 0511754086 9786610151738 6610151733

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505	0		\|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.
505	0		\|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.
505	0		\|a 15. Misspecification testing.
505	0		\|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.
520			\|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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contents	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. 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. 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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indexdate	2025-04-11T08:35:22Z
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isbn	0511010974 9780511010972 0511116039 9780511116032 9780511754081 0511754086 9786610151738 6610151733
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spelling	Spanos, Aris, 1952- http://id.loc.gov/authorities/names/n85332372 Probability theory and statistical inference : econometric modeling with observational data / Aris Spanos. Cambridge, UK ; New York, NY, USA : Cambridge University Press, ©1999. 1 online resource (xxvii, 815 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier polychrome. rdacc http://rdaregistry.info/termList/RDAColourContent/1003 data file Includes bibliographical references (pages 787-805) and index. Print version record. 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. 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. 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. 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. Econometrics. http://id.loc.gov/authorities/subjects/sh85040763 Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Économétrie. Probabilités. probability. aat BUSINESS & ECONOMICS Econometrics. bisacsh BUSINESS & ECONOMICS Statistics. bisacsh Mathematical statistics. blmlsh Probabilities. blmlsh Econometrics fast Probabilities fast Waarschijnlijkheidstheorie. gtt Econometrische modellen. gtt Statistische analyse. gtt Econometria. larpcal Économétrie. ram Modèles mathématiques. ram Modèles économétriques. ram Probabilités. ram Electronic books. Leermiddelen (vorm) (NL-LeOCL)088143767 gtt has work: Probability theory and statistical inference (Text) https://id.oclc.org/worldcat/entity/E39PCH7FjfmRpmJ9443q47jw83 https://id.oclc.org/worldcat/ontology/hasWork Print version: Spanos, Aris, 1952- Probability theory and statistical inference. Cambridge, UK ; New York, NY, USA : Cambridge University Press, ©1999 0521413540 (DLC) 98020720 (OCoLC)39143063
spellingShingle	Spanos, Aris, 1952- Probability theory and statistical inference : econometric modeling with observational data / 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. 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. 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. Econometrics. http://id.loc.gov/authorities/subjects/sh85040763 Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Économétrie. Probabilités. probability. aat BUSINESS & ECONOMICS Econometrics. bisacsh BUSINESS & ECONOMICS Statistics. bisacsh Mathematical statistics. blmlsh Probabilities. blmlsh Econometrics fast Probabilities fast Waarschijnlijkheidstheorie. gtt Econometrische modellen. gtt Statistische analyse. gtt Econometria. larpcal Économétrie. ram Modèles mathématiques. ram Modèles économétriques. ram Probabilités. ram
subject_GND	http://id.loc.gov/authorities/subjects/sh85040763 http://id.loc.gov/authorities/subjects/sh85107090 (NL-LeOCL)088143767
title	Probability theory and statistical inference : econometric modeling with observational data /
title_auth	Probability theory and statistical inference : econometric modeling with observational data /
title_exact_search	Probability theory and statistical inference : econometric modeling with observational data /
title_full	Probability theory and statistical inference : econometric modeling with observational data / Aris Spanos.
title_fullStr	Probability theory and statistical inference : econometric modeling with observational data / Aris Spanos.
title_full_unstemmed	Probability theory and statistical inference : econometric modeling with observational data / Aris Spanos.
title_short	Probability theory and statistical inference :
title_sort	probability theory and statistical inference econometric modeling with observational data
title_sub	econometric modeling with observational data /
topic	Econometrics. http://id.loc.gov/authorities/subjects/sh85040763 Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Économétrie. Probabilités. probability. aat BUSINESS & ECONOMICS Econometrics. bisacsh BUSINESS & ECONOMICS Statistics. bisacsh Mathematical statistics. blmlsh Probabilities. blmlsh Econometrics fast Probabilities fast Waarschijnlijkheidstheorie. gtt Econometrische modellen. gtt Statistische analyse. gtt Econometria. larpcal Économétrie. ram Modèles mathématiques. ram Modèles économétriques. ram Probabilités. ram
topic_facet	Econometrics. Probabilities. Économétrie. Probabilités. probability. BUSINESS & ECONOMICS Econometrics. BUSINESS & ECONOMICS Statistics. Mathematical statistics. Econometrics Probabilities Waarschijnlijkheidstheorie. Econometrische modellen. Statistische analyse. Econometria. Modèles mathématiques. Modèles économétriques. Electronic books. Leermiddelen (vorm)
work_keys_str_mv	AT spanosaris probabilitytheoryandstatisticalinferenceeconometricmodelingwithobservationaldata

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