Probability Theory and Statistical Inference: Econometric Modeling with Observational Data (Record no. 37181)
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000 -LEADER | |
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fixed length control field | 01542nam a2200229 a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780521413541 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 0521413540 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780521424080 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 0521424089 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 519.2 |
Item number | SPA |
100 ## - MAIN ENTRY--AUTHOR NAME | |
Personal name | Spanos,Aris |
245 ## - TITLE STATEMENT | |
Title | Probability Theory and Statistical Inference: Econometric Modeling with Observational Data |
250 ## - EDITION STATEMENT | |
Edition statement | 1st |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | Cambridge : |
Name of publisher | Cambridge University Press, |
Year of publication | ©1999. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xxvii, 815 pages : |
Other physical details | illustrations ; |
500 ## - GENERAL NOTE | |
General note | Includes Index |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | 1. An introduction to empirical modeling --<br/>2. Probability theory : a modeling framework --<br/>3. The notion of a probability model --<br/>App. A. Univariate probability models --<br/>4. The notion of a random sample --<br/>App. B. Bivariate distributions --<br/>5. Probabilistic concepts and real data --<br/>6. The notion of non-random sample --<br/>7. Regression and related notions --<br/>8. Stochastic processes --<br/>9. Limit theorems --<br/>10. From probability theory to statistical inference --<br/>11. An introduction to statistical inference --<br/>12. Estimation I: Properties of estimators --<br/>13. Estimation II: Methods of estimation --<br/>14. Hypothesis testing --<br/>15. Misspecification testing. |
520 ## - SUMMARY, ETC. | |
Summary, etc | <br/>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. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Econometrics. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Probabilities. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Reference Books |
Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
---|---|---|---|---|---|---|---|---|---|
Reference | Main Library | Main Library | Reference | 11/06/2001 | Purchased | 5894.70 | 519.2 SPA | 006542 | Reference Books |