A simple correction for population stratification in random forest analysis

被引:0
|
作者
Zhao, Yang [1 ]
Zhai, Rihong [1 ]
Lin, Xihong [1 ]
Wang, Mike Zhaoxi [1 ]
Su, Li [1 ]
Christiani, David C. [1 ]
机构
[1] Harvard Univ, Sch Publ Hlth, Boston, MA 02115 USA
关键词
D O I
10.1158/1538-7445.AM2012-5503
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
5503
引用
下载
收藏
页数:1
相关论文
共 50 条
  • [32] Simple random forest classification algorithms for predicting occurrences and sizes of wildfires
    David Makowski
    Extremes, 2023, 26 : 331 - 338
  • [33] Bias correction of global ensemble precipitation forecasts by Random Forest method
    Morteza Zarei
    Mohsen Najarchi
    Reza Mastouri
    Earth Science Informatics, 2021, 14 : 677 - 689
  • [34] A comparison of random forest based algorithms: random credal random forest versus oblique random forest
    Carlos J. Mantas
    Javier G. Castellano
    Serafín Moral-García
    Joaquín Abellán
    Soft Computing, 2019, 23 : 10739 - 10754
  • [35] A comparison of random forest based algorithms: random credal random forest versus oblique random forest
    Mantas, Carlos J.
    Castellano, Javier G.
    Moral-Garcia, Serafin
    Abellan, Joaquin
    SOFT COMPUTING, 2019, 23 (21) : 10739 - 10754
  • [36] Population stratification correction using Bayesian shrinkage priors for genetic association studies
    Liu, Zilu
    Turkmen, Asuman S.
    Lin, Shili
    ANNALS OF HUMAN GENETICS, 2023, 87 (06) : 302 - 315
  • [37] Robust Inference of Population Structure for Ancestry Prediction and Correction of Stratification in the Presence of Relatedness
    Conomos, Matthew P.
    Miller, Michael B.
    Thornton, Timothy A.
    GENETIC EPIDEMIOLOGY, 2015, 39 (04) : 276 - 293
  • [38] Land Usage Analysis: A Random Forest Approach
    Minallah, Nasru
    Rahman, Hidayat Ur
    Khan, Rehanullah
    Alkhalifah, Ali
    Khan, Shahbaz
    2015 7TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SPACE TECHNOLOGIES (RAST), 2015, : 245 - 249
  • [39] Malware Analysis Through Random Forest Approach
    Kumar, Ajay
    Abhishek, Kumar
    Shandilya, Shishir Kumar
    Ghalib, Muhammad Rukunuddin
    JOURNAL OF WEB ENGINEERING, 2020, 19 (5-6): : 795 - 818
  • [40] Ratio estimators for the population variance in simple and stratified random sampling
    Kadilar, C
    Cingi, H
    APPLIED MATHEMATICS AND COMPUTATION, 2006, 173 (02) : 1047 - 1059