Econometric models based on count data. Comparisons and applications of some estimators and tests
作者:
A. Colin Cameron,
Pravin K. Trivedi,
期刊:
Journal of Applied Econometrics
(WILEY Available online 1986)
卷期:
Volume 1,
issue 1
页码: 29-53
ISSN:0883-7252
年代: 1986
DOI:10.1002/jae.3950010104
出版商: Wiley Subscription Services, Inc., A Wiley Company
数据来源: WILEY
摘要:
AbstractThis paper deals with specification, estimation and tests of single equation reduced form type equations in which the dependent variable takes only non‐negative integer values. Beginning with Poisson and compound Poisson models, which involve strong assumptions, a variety of possible stochastic models and their implications are discussed. A number of estimators and their properties are considered in the light of uncertainty about the data generation process. The paper also considers the role of tests in sequential revision of the model specification beginr ing with the Poisson case and provides a detailed application of the estimators and tests to a model of the number of doctor consultation
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