A simple framework for nonparametric specification testing

Citation
G. Ellison et Sf. Ellison, A simple framework for nonparametric specification testing, J ECONOMET, 96(1), 2000, pp. 1-23
Citations number
34
Categorie Soggetti
Economics
Journal title
JOURNAL OF ECONOMETRICS
ISSN journal
03044076 → ACNP
Volume
96
Issue
1
Year of publication
2000
Pages
1 - 23
Database
ISI
SICI code
0304-4076(200005)96:1<1:ASFFNS>2.0.ZU;2-P
Abstract
This paper presents a simple framework for testing the specification of par ametric conditional means. The test statistics are based on quadratic forms in the residuals of the null model. Under general assumptions the test sta tistics are asymptotically normal under the null. With an appropriate choic e of the weight matrix, the tests are shown to be consistent and to have go od local power. Specific implementations involving matrices of bin and kern el weights are discussed. Finite sample properties are explored in simulati ons. (C) 2000 Elsevier Science S.A. All rights reserved. JEL classification . C14; C12.