Cameron, Adrian Colin.
Regression analysis of count data / A. Colin Cameron and Davis, Pravin K. Trivedi, . - Second edition. - New York, NY : Cambridge University Press, 2013. - xxvii, 566 pages ; 24 cm. - Econometric society monographs .
Includes bibliographical references (pages 511-541) and indexes.
Model specification and estimation --
Basic count regression --
Generalized count regression --
Model evaluation and testing --
Empirical illustrations --
Time series data --
Multivariate data --
Longitudinal data --
Endogenous regressors and selection --
Flexible methods for counts --
Bayesian methods for counts --
Measurement errors --
A. Notation and acronyms --
B. Functions, distributions, and moments --
C. Software. Table of contents
"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
9781107014169 (hardback) 1107014166 9781107667273 (paperback)
2012043350
Regression analysis.
Econometrics.
BUSINESS & ECONOMICS / Econometrics.
QA278.2 / .C36 2013
519.536 / CAR 2013
Regression analysis of count data / A. Colin Cameron and Davis, Pravin K. Trivedi, . - Second edition. - New York, NY : Cambridge University Press, 2013. - xxvii, 566 pages ; 24 cm. - Econometric society monographs .
Includes bibliographical references (pages 511-541) and indexes.
Model specification and estimation --
Basic count regression --
Generalized count regression --
Model evaluation and testing --
Empirical illustrations --
Time series data --
Multivariate data --
Longitudinal data --
Endogenous regressors and selection --
Flexible methods for counts --
Bayesian methods for counts --
Measurement errors --
A. Notation and acronyms --
B. Functions, distributions, and moments --
C. Software. Table of contents
"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
9781107014169 (hardback) 1107014166 9781107667273 (paperback)
2012043350
Regression analysis.
Econometrics.
BUSINESS & ECONOMICS / Econometrics.
QA278.2 / .C36 2013
519.536 / CAR 2013