Modeling Count Data

Modeling Count Data
Author: Joseph M. Hilbe
Publisher: Cambridge University Press
Total Pages: 301
Release: 2014-07-21
Genre: Business & Economics
ISBN: 1107028337


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"This entry-level text offers clear and concise guidelines on how to select, construct, interpret, and evaluate count data. Written for researchers with little or no background in advanced statistics, the book presents treatments of all major models using numerous tables, insets, and detailed modeling suggestions. It begins by demonstrating the fundamentals of linear regression and works up to an analysis of the Poisson and negative binomial models, and to the problem of overdispersion. Examples in Stata, R, and SAS code enable readers to adapt models for their own purposes, making the text an ideal resource for researchers working in public health, ecology, econometrics, transportation, and other related fields"--


Modeling Count Data
Language: en
Pages: 301
Authors: Joseph M. Hilbe
Categories: Business & Economics
Type: BOOK - Published: 2014-07-21 - Publisher: Cambridge University Press

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"This entry-level text offers clear and concise guidelines on how to select, construct, interpret, and evaluate count data. Written for researchers with little
Regression Analysis of Count Data
Language: en
Pages: 597
Authors: Adrian Colin Cameron
Categories: Business & Economics
Type: BOOK - Published: 2013-05-27 - Publisher: Cambridge University Press

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This book provides the most comprehensive and up-to-date account of regression methods to explain the frequency of events.
Econometric Analysis of Count Data
Language: en
Pages: 291
Authors: Rainer Winkelmann
Categories: Business & Economics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

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The primary objective of this book is to provide an introduction to the econometric modeling of count data for graduate students and researchers. It should serv
Count Data Models
Language: en
Pages: 223
Authors: Rainer Winkelmann
Categories: Business & Economics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

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This book presents statistical methods for the analysis of events. The primary focus is on single equation cross section models. The book addresses both the met
Negative Binomial Regression
Language: en
Pages: 573
Authors: Joseph M. Hilbe
Categories: Mathematics
Type: BOOK - Published: 2011-03-17 - Publisher: Cambridge University Press

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This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the neg