Two-step spline estimating equations for generalized additive partially linear models with large cluster sizes
نویسندگان
چکیده
منابع مشابه
Two-step Spline Estimating Equations for Generalized Additive Partially Linear Models with Large Cluster Sizes by Shujie Ma
We propose a two-step estimating procedure for generalized additive partially linear models with clustered data using estimating equations. Our proposed method applies to the case that the number of observations per cluster is allowed to increase with the number of independent subjects. We establish oracle properties for the two-step estimator of each function component such that it performs as...
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ژورنال
عنوان ژورنال: The Annals of Statistics
سال: 2012
ISSN: 0090-5364
DOI: 10.1214/12-aos1056