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半参数变系数部分线性模型的函系数检验

黄振生

华东师范大学学报(自然科学版)Issue(4):54-61,8.
华东师范大学学报(自然科学版)Issue(4):54-61,8.

半参数变系数部分线性模型的函系数检验

Tests for functional-coefficient parts on semiparametric varying-coefficient partially linear models

黄振生1

作者信息

  • 1. 华东师范大学,统计与精算学系,上海,200241
  • 折叠

摘要

Abstract

Based on the quasi-likelihood estimates obtained by the local linear method, the generalized likelihood ratio tests for the models were established. Under the null hypothesis the test statistic followed asymptotically the χ~2-distribution with the scale constants and the degree of freedom being independent of the nuisance parameters and the nuisance functions, which was called the Wilks phenomenon. A simulated example was presented to illustrate the proposed methods.

关键词

局部线性方法/拟似然估计/广义似然比检验/Wilks现象

Key words

local linear method/ quasi-likelihood estimates/ generalized likelihood ratio tests/ Wilks phenomenon

分类

数理科学

引用本文复制引用

黄振生..半参数变系数部分线性模型的函系数检验[J].华东师范大学学报(自然科学版),2009,(4):54-61,8.

基金项目

华东师范大学2007优秀博士培养基金 ()

华东师范大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1000-5641

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