文章基本信息

标题：Inference in Simple Regression for the Intercept Utilizing Prior Information on the Slope
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作者：Baklizi, Ayman ; Yousif, Adil E.
期刊名称：Journal of Modern Applied Statistical Methods
出版年度：2011
卷号：10
期号：1
页码：17
出版社：Wayne State University
摘要：Shrinkage type estimators are developed for the intercept parameter of a simple linear regression model and the case when it is suspected a priori that the slope parameter is equal to some specific value is considered. Three different estimators of the intercept parameters are examined. The relative performances of the estimators are investigated based on a simulation study of the biases and mean squared errors. The associated bootstrap confidence intervals are also studied and their performance is evaluated.
关键词：Prior information; preliminary test estimator; shrinkage estimators; p-value; bootstrap intervals