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Count Data Models
Rainer Winkelmann
其他書名
Econometric Theory and an Application to Labor Mobility
出版Springer Science & Business Media, 2013-11-11
主題Business & Economics / Economics / TheoryPolitical Science / Public Policy / Social PolicyBusiness & Economics / StatisticsBusiness & Economics / Economics / GeneralPolitical Science / Public Policy / Economic PolicyMathematics / Probability & Statistics / General
ISBN366221735X9783662217351
URLhttp://books.google.com.hk/books?id=-IjnCAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋This book presents statistical methods for the analysis of events. The primary focus is on single equation cross section models. The book addresses both the methodology and the practice of the subject and it provides both a synthesis of a diverse body of literature that hitherto was available largely in pieces, as well as a contribution to the progress of the methodology, establishing several new results and introducing new models. Starting from the standard Poisson regression model as a benchmark, the causes, symptoms and consequences of misspecification are worked out. Both parametric and semi-parametric alternatives are discussed. While semi-parametric models allow for robust interference, parametric models can identify features of the underlying data generation process.