A difference based approach to the semiparametric partial linear model

A commonly used semiparametric partial linear model is considered. We propose analyzing this model using a difference based approach. The procedure estimates the linear component based on the differences of the observations and then estimates the nonparametric component by either a kernel or a wavel...

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Bibliographic Details
Main Authors: Wang, Lie (Contributor), Brown, Lawrence D. (Author), Cai, T. Tony (Author)
Other Authors: Massachusetts Institute of Technology. Department of Mathematics (Contributor)
Format: Article
Language:English
Published: Institute of Mathematical Statistics, 2013-10-03T13:07:29Z.
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