R-optimal designs for trigonometric regression models

被引:0
|
作者
Lei He
Rong-Xian Yue
机构
[1] Shanghai Normal University,Department of Mathematics
[2] Scientific Computing Key Laboratory of Shanghai Universities,undefined
来源
Statistical Papers | 2020年 / 61卷
关键词
-optimal designs; Equivalence theorem; Complete class; Trigonometric regression models; 62K05;
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摘要
This paper is concerned with the problem of constructing R-optimal designs for trigonometric regression models with different orders. More precisely, explicit R-optimal designs for the first-order trigonometric regression model on a partial cycle are derived by using the idea of complete class approach. The relative R-efficiency of the equidistant sampling method is then discussed. Moreover, when the explanatory variable varies in a complete cycle, the R-optimal designs for estimating the specific pairs of the coefficients in the trigonometric regression of larger order are obtained by invoking the equivalence theorem. Several examples are presented for illustration.
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页码:1997 / 2013
页数:16
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