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Regression Analysis of Count Data (Hardcover, 2nd Revised edition)
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Regression Analysis of Count Data (Hardcover, 2nd Revised edition)
Series: Econometric Society Monographs
Expected to ship within 12 - 17 working days
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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 provides
the most comprehensive and up-to-date account of models and methods
to interpret such data. The authors have conducted research in the
field for more than twenty-five years. In this book, they 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 book may be used as a reference work on count models
or by students seeking an authoritative overview. Complementary
material in the form of data sets, template programs, and
bibliographic resources can be accessed on the Internet through the
authors' homepages. This second edition is an expanded and updated
version of the first, with new empirical examples and more than one
hundred new references added. 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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