bookCambridge University Press eBooksMay 27, 2013Closed access

Regression Analysis of Count Data

University of California, Davis · Indiana University Bloomington · +1 more institution

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Abstract

Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, provides the most comprehensive and up-to-date account of models and methods to interpret such data. The authors combine theory and practice to make sophisticated methods of analysis accessible to researchers and practitioners working with widely different types of data and software in areas such as applied statistics, econometrics, marketing, operations research, actuarial studies, demography, biostatistics and quantitative social sciences. The new material includes new theoretical topics, an…

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Authors

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Topics & keywords

Keywords
  • Quantile regression
  • Count data
  • Econometrics
  • Multivariate statistics
  • Biostatistics
  • Quantile
  • Bayesian probability
  • Regression analysis
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