Probability theory and statistical inference: econometric modeling with observational data
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge, UK
Cambridge University Press
©1999
|
| Subjects: | |
| Online Access: | FAW01 FAW02 Volltext |
| Item Description: | Includes bibliographical references (pages 787-805) and index 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 |
| Physical Description: | 1 Online-Ressource (xxvii, 815 pages) |
| ISBN: | 0511010974 0511116039 0511754086 0521413540 0521424089 9780511010972 9780511116032 9780511754081 9780521413541 9780521424080 |
Staff View
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| spelling | Spanos, Aris Verfasser aut Probability theory and statistical inference econometric modeling with observational data Aris Spanos Cambridge, UK Cambridge University Press ©1999 1 Online-Ressource (xxvii, 815 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (pages 787-805) and index 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 BUSINESS & ECONOMICS / Econometrics bisacsh BUSINESS & ECONOMICS / Statistics bisacsh Mathematical statistics blmlsh Probabilities blmlsh Waarschijnlijkheidstheorie gtt Econometrische modellen gtt Statistische analyse gtt Econometria larpcal Économétrie ram Modèles mathématiques ram Modèles économétriques ram Probabilités ram Statistik Wirtschaft Econometrics Probabilities Ökonometrie (DE-588)4132280-0 gnd rswk-swf Statistische Entscheidungstheorie (DE-588)4077850-2 gnd rswk-swf Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd rswk-swf Inferenzstatistik (DE-588)4247120-5 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Wahrscheinlichkeitstheorie (DE-588)4079013-7 s Inferenzstatistik (DE-588)4247120-5 s 2\p DE-604 Ökonometrie (DE-588)4132280-0 s 3\p DE-604 Statistische Entscheidungstheorie (DE-588)4077850-2 s 4\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=73012 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Spanos, Aris Probability theory and statistical inference econometric modeling with observational data BUSINESS & ECONOMICS / Econometrics bisacsh BUSINESS & ECONOMICS / Statistics bisacsh Mathematical statistics blmlsh Probabilities blmlsh Waarschijnlijkheidstheorie gtt Econometrische modellen gtt Statistische analyse gtt Econometria larpcal Économétrie ram Modèles mathématiques ram Modèles économétriques ram Probabilités ram Statistik Wirtschaft Econometrics Probabilities Ökonometrie (DE-588)4132280-0 gnd Statistische Entscheidungstheorie (DE-588)4077850-2 gnd Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Inferenzstatistik (DE-588)4247120-5 gnd |
| subject_GND | (DE-588)4132280-0 (DE-588)4077850-2 (DE-588)4079013-7 (DE-588)4247120-5 (DE-588)4123623-3 |
| 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 | BUSINESS & ECONOMICS / Econometrics bisacsh BUSINESS & ECONOMICS / Statistics bisacsh Mathematical statistics blmlsh Probabilities blmlsh Waarschijnlijkheidstheorie gtt Econometrische modellen gtt Statistische analyse gtt Econometria larpcal Économétrie ram Modèles mathématiques ram Modèles économétriques ram Probabilités ram Statistik Wirtschaft Econometrics Probabilities Ökonometrie (DE-588)4132280-0 gnd Statistische Entscheidungstheorie (DE-588)4077850-2 gnd Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Inferenzstatistik (DE-588)4247120-5 gnd |
| topic_facet | BUSINESS & ECONOMICS / Econometrics BUSINESS & ECONOMICS / Statistics Mathematical statistics Probabilities Waarschijnlijkheidstheorie Econometrische modellen Statistische analyse Econometria Économétrie Modèles mathématiques Modèles économétriques Probabilités Statistik Wirtschaft Econometrics Ökonometrie Statistische Entscheidungstheorie Wahrscheinlichkeitstheorie Inferenzstatistik Lehrbuch |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=73012 |
| work_keys_str_mv | AT spanosaris probabilitytheoryandstatisticalinferenceeconometricmodelingwithobservationaldata |