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TESTING SERIAL CORRELATION IN SEMIPARAMETRIC VARYING COEFFICIENT PARTIALLY LINEAR ERRORS-IN-VARIABLES MODEL 被引量:5
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作者 Xuemei HU Feng LIU Zhizhong WANG 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2009年第3期483-494,共12页
The authors propose a V_(N,p) test statistic for testing finite-order serial correlation in asemiparametric varying coefficient partially linear errors-in-variables model.The test statistic is shownto have asymptotic ... The authors propose a V_(N,p) test statistic for testing finite-order serial correlation in asemiparametric varying coefficient partially linear errors-in-variables model.The test statistic is shownto have asymptotic normal distribution under the null hypothesis of no serial correlation.Some MonteCarlo experiments are conducted to examine the finite sample performance of the proposed V_(N,p) teststatistic.Simulation results confirm that the proposed test performs satisfactorily in estimated sizeand power. 展开更多
关键词 Asymptotic normality local linear regression measurement error modified profile leastsquares estimation partial linear model testing serial correlation varying coefficient model.
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