Median-of-means Approach for Repeated Measures Data
Communications in statistics Theory and methods/Communications in statistics, theory and methods(2020)
摘要
In this paper, we introduce the median-of-means approach for estimating unknown parameters in multiple linear regression model and the regression model with autocorrelated error. The proposed estimators are not only robust against the outliers of data but also proved to be consistent. Extensive numerical simulations and one real dataset are presented to show the performances of new estimators.
更多查看译文
关键词
Median-of-means,robust estimator,multiple linear regression model,autocorrelated error
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要