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Abstract:
This paper investigates the hypothesis test of the parametric component in partial functional linear regression. We propose a test procedure based on the residual sums of squares under the null and alternative hypothesis, and establish the asymptotic properties of the resulting test. A simulation study shows that the proposed test procedure has good size and power with finite sample sizes. Finally, we present an illustration through fitting the Berkeley growth data with a partial functional linear regression model and testing the effect of gender on the height of kids.
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METRIKA
ISSN: 0026-1335
Year: 2016
Issue: 8
Volume: 79
Page: 953-969
0 . 7 0 0
JCR@2022
ESI Discipline: MATHEMATICS;
ESI HC Threshold:71
CAS Journal Grade:4
Cited Count:
WoS CC Cited Count: 32
SCOPUS Cited Count: 35
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 5
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