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Více informací o knize Econometric Analysis of Count Data

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Anotace knihy

The book provides graduate students and researchers with an up-to-date survey of statistical and econometric techniques for the analysis of count data, with a focus on conditional distribution models. Proper count data probability models allow for rich inferences, both with respect to the stochastic count process that generated the data, and with respect to 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 from frequentist and Bayesian perspectives. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences. The fifth edition contains several new topics, including copula functions, Poisson regression for non-counts, additional semi-parametric methods, and discrete factor models. Other sections have been reorganized, rewritten, and extended.  

Parametry knihy

Zařazení knihy Knihy v angličtině Economics, finance, business & management Economics Econometrics

• Plný název: Econometric Analysis of Count Data
• Autor: Rainer Winkelmann
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 320
• EAN: 9783540776482
• ISBN: 3540776486
• ID: 01569795
• Nakladatelství: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnost: 1480 g
• Rozměry: 235 × 155 × 23 mm
• Datum vydání: 01. April 2008

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