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  3. Regression Analysis of Count Data
  • Cited by 1886
      • 2nd edition
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    • Publisher:
      Cambridge University Press
      Publication date:
      05 July 2014
      27 May 2013
      ISBN:
      9781139013567
      9781107014169
      9781107667273
      DOI:
      https://doi.org/10.1017/CBO9781139013567
      Dimensions:
      (228 x 152 mm)
      Weight & Pages:
      0.98kg, 596 Pages
      Dimensions:
      (228 x 152 mm)
      Weight & Pages:
      0.79kg, 596 Pages
      • Subjects:
      Economics, Knowledge Management, Databases and Data Mining, Computer Science, Econometrics and Mathematical Methods
      Series:
      Econometric Society Monographs (53)
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    Subjects:
    Economics, Knowledge Management, Databases and Data Mining, Computer Science, Econometrics and Mathematical Methods
    Series:
    Econometric Society Monographs (53)
    Information

    Book description

    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 updated and expanded treatment of cross-section models, coverage of bootstrap-based and simulation-based inference, expanded treatment of time series, multivariate and panel data, expanded treatment of endogenous regressors, coverage of quantile count regression, and a new chapter on Bayesian methods.

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