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
  • [31] Compromised imputation based mean estimators using robust quantile regression
    Anas, Malik Muhammad
    Huang, Zhensheng
    Shahzad, Usman
    Zaman, Tolga
    Shahzadi, Shabnam
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2022, 53 (05) : 1700 - 1715
  • [32] AN IMPROVED RATIO-PRODUCT-RATIO CLASS OF ESTIMATORS FOR ESTIMATING THE POPULATION MEAN
    Singh, Deepak
    Yadav, Rohini
    Chandra, Hukum
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2021, 17 (01): : 119 - 123
  • [33] Estimating The Slope Of Simple Linear Regression In The Presence Of Outliers
    Ebrahem, Mohammed Al-Haj
    Al-Nasser, Amjad D.
    JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2005, 4 (02) : 509 - 513
  • [34] An improved class of estimators for the population mean
    Diana, Giancarlo
    Giordan, Marco
    Perri, Pier Francesco
    STATISTICAL METHODS AND APPLICATIONS, 2011, 20 (02): : 123 - 140
  • [35] An improved class of estimators for the population mean
    Giancarlo Diana
    Marco Giordan
    Pier Francesco Perri
    Statistical Methods & Applications, 2011, 20 : 123 - 140
  • [36] On a Robust Estimator in Heteroscedastic Regression Model in the Presence of Outliers
    Midi, Habshah
    Rana, Sohel
    Imon, A. H. M. R.
    WORLD CONGRESS ON ENGINEERING - WCE 2013, VOL I, 2013, : 280 - +
  • [37] Development of robust ozkale-Kaciranlar and Yang-Chang estimators for regression models in the presence of multicollinearity and outliers
    Awwad, Fuad A.
    Dawoud, Issam
    Abonazel, Mohamed R.
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (06):
  • [38] Generalized chain ratio in regression estimators for population mean in the presence of non-response
    Khare, B. B.
    Kumar, Kamlesh
    Srivastava, U.
    ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS, 2015, 8 (01) : 67 - 83
  • [39] A Family of Estimators for Estimating Population Mean in Stratified Sampling under Non-Response
    Chaudhary, Manoj K.
    Singh, Rajesh
    Shukla, Rakesh K.
    Kumar, Mukesh
    Smarandache, Florentin
    PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2009, 5 (01) : 47 - 54
  • [40] A generalized family of estimators for estimating finite population mean in circular systematic sampling (CSS)
    Singh, Housila P.
    Yadav, Anita
    Gorey, Swarangi M.
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2021, 50 (03) : 631 - 662
12345