An Improved Family of Estimators for Estimating Population Mean Using Robust Regression in the Presence of Outliers

被引：0
|
作者：
Nuanpan Lawson
机构：
[1] Department of Applied Statistics,
[2] Faculty of Applied Science,undefined
[3] King Mongkut’s University of Technology North Bangkok,undefined
来源：
Lobachevskii Journal of Mathematics | 2022年 / 43卷
关键词：
robust regression; outliers; bias; mean square error;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：3368 / 3375
页数：7
相关论文
共 50 条
  • [1] An Improved Family of Estimators for Estimating Population Mean Using Robust Regression in the Presence of Outliers
    Lawson, Nuanpan
    [J]. LOBACHEVSKII JOURNAL OF MATHEMATICS, 2022, 43 (11) : 3368 - 3375
  • [2] The Performance of Classical and Robust Logistic Regression Estimators in the Presence of Outliers
    Habshah, M.
    Syaiba, B. A.
    [J]. PERTANIKA JOURNAL OF SCIENCE AND TECHNOLOGY, 2012, 20 (02): : 313 - 325
  • [3] The Robust Regression Methods for Estimating of Finite Population Mean Based on SRSWOR in Case of Outliers
    Subzar, Mir
    Al-Omari, Amer Ibrahim
    Alanzi, Ayed R. A.
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 65 (01): : 125 - 138
  • [4] Some Exponential Estimators in Sample Survey using Robust Regression Method in the Presence of Outliers
    Vinay Kumar Yadav
    Shakti Prasad
    [J]. Lobachevskii Journal of Mathematics, 2024, 45 (4) : 1674 - 1690
  • [5] Improved family of estimators using exponential function for the population mean in the presence of non-response
    Unal, Ceren
    Kadilar, Cem
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2021, 50 (01) : 237 - 248
  • [6] Ratio Estimators for Population Mean Using Robust Regression in Double Sampling
    Noor Ul Amin, Muhammad
    Qaiser Shahbaz, Muhammad
    Kadilar, Cem
    [J]. GAZI UNIVERSITY JOURNAL OF SCIENCE, 2016, 29 (04): : 793 - 798
  • [7] RATIO AND REGRESSION ESTIMATORS AS MINIMAX PROCEDURES FOR ESTIMATING MEAN OF A POPULATION
    AGGARWAL, O
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1966, 37 (03): : 759 - &
  • [8] Regression-in-Ratio Estimators for Population Mean by Using Robust Regression in Two Phase Sampling
    Noor-ul-Amin, Muhammad
    Raza, Aamir
    [J]. JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2021, 14 (02): : 527 - 540
  • [9] IMPUTATION USING REGRESSION ESTIMATORS FOR ESTIMATING POPULATION MEAN IN TWO-PHASE SAMPLING
    Thakur, Narendra Singh
    Yadav, Kalpana
    Pathak, Sharad
    [J]. JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2012, 5 (02): : 21 - 31
  • [10] The Comparison Between Several Robust Ridge Regression Estimators in the Presence of Multicollinearity and Multiple Outliers
    Zahari, Siti Meriam
    Ramli, Norazan Mohamed
    Moktar, Balkiah
    Zainol, Mohammad Said
    [J]. STATISTICS AND OPERATIONAL RESEARCH INTERNATIONAL CONFERENCE (SORIC 2013), 2014, 1613 : 388 - 402
12345