一般得分函数下线性模型秩分析的尺度参数估计量

An Estimator of the Scale Parameter for the Rank Analysis of Linear Models under General Score Functions

Scandinavian Journal of Statistics · 1987
被引 98 · 同刊同年前 9%
ABS 3

中文导读

针对一般线性模型中秩估计和秩检验所需的尺度参数,提出一个不要求误差分布对称的估计量,并证明其一致性,通过蒙特卡洛研究考察小样本下的表现。

Abstract

In the analysis of a general linear model a scale parameter arises in the standard deviations of rank estimates and as a standardizing constant for rank test statistics. An estimator is proposed for this scale parameter which does not require the symmetry of the error distribution. A proof of its consistency is given. A Monte Carlo study is presented to examine the performance of the estimator in a small sample setting.

统计学线性模型秩分析参数估计