This text provides graduate students and researchers with an up-to-date survey of econometric and statistical techniques for the analysis of count data, with a focus on regression models. Specialised discrete data probability models are required in order to interpret results in terms of an underlying structural process, and to use the model for predicting the distribution of outcomes. The book starts with a presentation of the benchmark Poisson regression model. Alternative models address unobserved heterogeneity, state dependence, selectivity, endogeneity, underreporting, and clustered sampling. Testing and estimation is discussed, including Bayesian inference. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences.
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This text provides graduate students and researchers with an up-to-date survey of econometric and statistical techniques for the analysis of count data, with a focus on regression models. Specialised discrete data probability models are required in order to interpret results in terms of an underlying structural process, and to use the model for predicting the distribution of outcomes. The book starts with a presentation of the benchmark Poisson regression model. Alternative models address unobserved heterogeneity, state dependence, selectivity, endogeneity, underreporting, and clustered sampling. Testing and estimation is discussed, including Bayesian inference. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences.
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3rd ed. 17 x 23 cm. 282 pages. HC Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Sprache: Englisch. Bestandsnummer des Verkäufers 7597VB
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Zustand: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,650grams, ISBN:9783540673408. Bestandsnummer des Verkäufers 5558324
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Anbieter: NEPO UG, Rüsselsheim am Main, Deutschland
Zustand: Gut. Auflage: 3rd rev. and enlarged ed. 282 Seiten ex Library Book aus einer wissenschafltichen Bibliothek Sprache: Englisch Gewicht in Gramm: 969 23,5 x 16,5 x 2,5 cm, Gebundene Ausgabe. Bestandsnummer des Verkäufers 336930
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Anbieter: Sutton Books, Norwich, VT, USA
Zustand: near fine. Hbk 282pp ex departmental library shelfmark band removed leaving a bare space on the surface of the spine and boards otherwise appears unused and an excellent clean tight unmarked text. Bestandsnummer des Verkäufers EcT181
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