Regression Analysis of Count Data (BOK)

A. Colin Cameron, Pravin K. Trivedi

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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, 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.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2013 Forfatter A. Colin Cameron, Pravin K. Trivedi
Forlag
CAMBRIDGE UNIVERSITY PRESS
ISBN 9781107667273
Antall sider 587 Dimensjoner 15,2cm x 22,8cm x 3,2cm
Vekt 800 gram Leverandør Bertram Trading Ltd
Emner og form Econometrics