摘要
利用广义p值和广义置信区域的概念对含有三个随机效应的Panel数据模型中回归系数的假设检验问题建立了精确检验,构造了回归系数的几个广义置信区域;讨论了本文所构造的检验和置信区域在尺度变换下的不变性;对这几种检验的功效和置信区域的覆盖率给出了数值模拟结果。
Some new exact tests and confidence regions of regression coeffcients in the Panel data model with three random effects are established by using the concepts of generalized p value and generalized confidence interval. Invariance of these exact tests and confidence regions under the scale transformation are also discussed in the paper. The powers of these tests and coverage probabilities of these confidence regions are obtained through numerical simulations.
出处
《工程数学学报》
CSCD
北大核心
2009年第5期836-844,共9页
Chinese Journal of Engineering Mathematics
基金
国家自然科学基金(10671129)
教育部高校博士点专项基金(20060270002)
关键词
Panel数据模型
随机效应
广义P值
广义置信区域
回归系数
Panel data model
random effect
generalized p value
generalized confidence region
regression coeffcient