A Simple Framework for Nonparametric Specification Testing

A Simple Framework for Nonparametric Specification Testing
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Total Pages : 56
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ISBN-10 : UCSC:32106015067595
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Rating : 4/5 (95 Downloads)

Book Synopsis A Simple Framework for Nonparametric Specification Testing by : Glenn Ellison

Download or read book A Simple Framework for Nonparametric Specification Testing written by Glenn Ellison and published by . This book was released on 1998 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a simple framework for testing the specification of parametric conditional means. The test statistics are based on quadratic forms in the residuals of the null model. Under general assumptions the test statistics are asymptotically normal under the null. With an appropriate choice of the weight matrix, the tests are shown to be consistent and to have good local power. Specific implementations involving matrices of bin and kernel weights are discussed. Finite sample properties are explored in simulations and an application to some parametric models of gasoline demand is presented.


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