Economic Modeling and Inference:
Economic Modeling and Inference takes econometrics to a new level by demonstrating how to combine modern economic theory with the latest statistical inference methods to get the most out of economic data. This graduate-level textbook draws applications from both microeconomics and macroeconomics, pa...
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Hauptverfasser: | , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Princeton, NJ
Princeton University Press
[2021]
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Schlagworte: | |
Online-Zugang: | FAB01 FAW01 FCO01 FHA01 FKE01 FLA01 UPA01 UBG01 Volltext |
Zusammenfassung: | Economic Modeling and Inference takes econometrics to a new level by demonstrating how to combine modern economic theory with the latest statistical inference methods to get the most out of economic data. This graduate-level textbook draws applications from both microeconomics and macroeconomics, paying special attention to financial and labor economics, with an emphasis throughout on what observations can tell us about stochastic dynamic models of rational optimizing behavior and equilibrium. Bent Jesper Christensen and Nicholas Kiefer show how parameters often thought estimable in applications are not identified even in simple dynamic programming models, and they investigate the roles of extensions, including measurement error, imperfect control, and random utility shocks for inference. When all implications of optimization and equilibrium are imposed in the empirical procedures, the resulting estimation problems are often nonstandard, with the estimators exhibiting nonregular asymptotic behavior such as short-ranked covariance, superconsistency, and non-Gaussianity. Christensen and Kiefer explore these properties in detail, covering areas including job search models of the labor market, asset pricing, option pricing, marketing, and retirement planning. Ideal for researchers and practitioners as well as students, Economic Modeling and Inference uses real-world data to illustrate how to derive the best results using a combination of theory and cutting-edge econometric techniques.Covers identification and estimation of dynamic programming models Treats sources of error--measurement error, random utility, and imperfect control Features financial applications including asset pricing, option pricing, and optimal hedging Describes labor applications including job search, equilibrium search, and retirement Illustrates the wide applicability of the approach using micro, macro, and marketing examples |
Beschreibung: | Description based on online resource; title from PDF title page (publisher's Web site, viewed 29. Jul 2021) |
Beschreibung: | 1 online resource (488 pages) 19 line illus. 21 tables |
ISBN: | 9781400833108 |
DOI: | 10.1515/9781400833108 |
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Datensatz im Suchindex
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author | Christensen, Bent Jesper Kiefer, Nicholas M. |
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author_role | aut aut |
author_sort | Christensen, Bent Jesper |
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doi_str_mv | 10.1515/9781400833108 |
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id | DE-604.BV047416165 |
illustrated | Illustrated |
index_date | 2024-07-03T17:55:40Z |
indexdate | 2024-07-10T09:11:33Z |
institution | BVB |
isbn | 9781400833108 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032817044 |
oclc_num | 1264265391 |
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physical | 1 online resource (488 pages) 19 line illus. 21 tables |
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spelling | Christensen, Bent Jesper Verfasser aut Economic Modeling and Inference Bent Jesper Christensen, Nicholas M. Kiefer Princeton, NJ Princeton University Press [2021] © 2009 1 online resource (488 pages) 19 line illus. 21 tables txt rdacontent c rdamedia cr rdacarrier Description based on online resource; title from PDF title page (publisher's Web site, viewed 29. Jul 2021) Economic Modeling and Inference takes econometrics to a new level by demonstrating how to combine modern economic theory with the latest statistical inference methods to get the most out of economic data. This graduate-level textbook draws applications from both microeconomics and macroeconomics, paying special attention to financial and labor economics, with an emphasis throughout on what observations can tell us about stochastic dynamic models of rational optimizing behavior and equilibrium. Bent Jesper Christensen and Nicholas Kiefer show how parameters often thought estimable in applications are not identified even in simple dynamic programming models, and they investigate the roles of extensions, including measurement error, imperfect control, and random utility shocks for inference. When all implications of optimization and equilibrium are imposed in the empirical procedures, the resulting estimation problems are often nonstandard, with the estimators exhibiting nonregular asymptotic behavior such as short-ranked covariance, superconsistency, and non-Gaussianity. Christensen and Kiefer explore these properties in detail, covering areas including job search models of the labor market, asset pricing, option pricing, marketing, and retirement planning. Ideal for researchers and practitioners as well as students, Economic Modeling and Inference uses real-world data to illustrate how to derive the best results using a combination of theory and cutting-edge econometric techniques.Covers identification and estimation of dynamic programming models Treats sources of error--measurement error, random utility, and imperfect control Features financial applications including asset pricing, option pricing, and optimal hedging Describes labor applications including job search, equilibrium search, and retirement Illustrates the wide applicability of the approach using micro, macro, and marketing examples In English BUSINESS & ECONOMICS / Econometrics bisacsh Econometric models Economics Mathematical models Economics Statistical methods Kiefer, Nicholas M. aut https://doi.org/10.1515/9781400833108 Verlag URL des Erstveröffentlichers Volltext |
spellingShingle | Christensen, Bent Jesper Kiefer, Nicholas M. Economic Modeling and Inference BUSINESS & ECONOMICS / Econometrics bisacsh Econometric models Economics Mathematical models Economics Statistical methods |
title | Economic Modeling and Inference |
title_auth | Economic Modeling and Inference |
title_exact_search | Economic Modeling and Inference |
title_exact_search_txtP | Economic Modeling and Inference |
title_full | Economic Modeling and Inference Bent Jesper Christensen, Nicholas M. Kiefer |
title_fullStr | Economic Modeling and Inference Bent Jesper Christensen, Nicholas M. Kiefer |
title_full_unstemmed | Economic Modeling and Inference Bent Jesper Christensen, Nicholas M. Kiefer |
title_short | Economic Modeling and Inference |
title_sort | economic modeling and inference |
topic | BUSINESS & ECONOMICS / Econometrics bisacsh Econometric models Economics Mathematical models Economics Statistical methods |
topic_facet | BUSINESS & ECONOMICS / Econometrics Econometric models Economics Mathematical models Economics Statistical methods |
url | https://doi.org/10.1515/9781400833108 |
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