SEMIPARAMETRIC SPECIFICATION TESTING OF NONNESTED ECONOMETRIC-MODELS

被引:19
作者
DELGADO, MA
STENGOS, T
机构
[1] UNIV GUELPH,GUELPH N1G 2W1,ONTARIO,CANADA
[2] UNIV LONDON LONDON SCH ECON & POLIT SCI,LONDON WC2A 2AE,ENGLAND
基金
英国经济与社会研究理事会;
关键词
D O I
10.2307/2297982
中图分类号
F [经济];
学科分类号
02 ;
摘要
We propose a specification test of a parametrically specified nonlinear model against a weakly specified non-nested alternative. We estimate the alternative model by using nonparametric regression (nearest neighbours). The test is based on the t-statistic of an artificial regression. Monte-Carlo simulations suggest that the test has good power and size characteristics.
引用
收藏
页码:291 / 303
页数:13
相关论文
共 22 条
[1]   TESTING THE (PARAMETRIC) NULL MODEL HYPOTHESIS IN (SEMIPARAMETRIC) PARTIAL AND GENERALIZED SPLINE MODELS [J].
COX, D ;
KOH, E ;
WAHBA, G ;
YANDELL, BS .
ANNALS OF STATISTICS, 1988, 16 (01) :113-119
[2]   SEVERAL TESTS FOR MODEL-SPECIFICATION IN THE PRESENCE OF ALTERNATIVE HYPOTHESES [J].
DAVIDSON, R ;
MACKINNON, JG .
ECONOMETRICA, 1981, 49 (03) :781-793
[3]   SOME NON-NESTED HYPOTHESIS TESTS AND THE RELATIONS AMONG THEM [J].
DAVIDSON, R ;
MACKINNON, JG .
REVIEW OF ECONOMIC STUDIES, 1982, 49 (04) :551-565
[4]   SEMIPARAMETRIC GENERALIZED LEAST-SQUARES IN THE MULTIVARIATE NONLINEAR-REGRESSION MODEL [J].
DELGADO, MA .
ECONOMETRIC THEORY, 1992, 8 (02) :203-222
[5]  
DELGADO MA, 1991, UNPUB U GUELPH
[6]   ASYMPTOTIC NORMALITY AND CONSISTENCY OF LAEAST SQUARES ESTIMATORS FOR FAMILIES OF LINAR REGRESSIONS [J].
EICKER, F .
ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (02) :447-&
[7]   TESTING THE GOODNESS OF FIT OF A LINEAR-MODEL VIA NONPARAMETRIC REGRESSION TECHNIQUES [J].
EUBANK, RL ;
SPIEGELMAN, CH .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1990, 85 (410) :387-392
[8]   ALTERNATIVE PROCEDURES AND ASSOCIATED TESTS OF SIGNIFICANCE FOR NON-NESTED HYPOTHESES [J].
FISHER, GR ;
MCALEER, M .
JOURNAL OF ECONOMETRICS, 1981, 16 (01) :103-119
[9]  
HARDLE W, 1990, APPLIED NONPARAMETRI
[10]  
MACKINNON JG, 1992, J ECON LIT, V30, P102