Comparing variable selection methods for genetic association studies

被引:0
|
作者
Swartz, M. D. [1 ]
Yu, R. K. [1 ]
Shete, S. [1 ]
机构
[1] Texas A&M Univ, Dept Stat, College Stn, TX 77843 USA
关键词
D O I
暂无
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
140
引用
收藏
页码:645 / 645
页数:1
相关论文
共 50 条
  • [1] Bayesian Variable and Model Selection Methods for Genetic Association Studies
    Fridley, Brooke L.
    GENETIC EPIDEMIOLOGY, 2009, 33 (01) : 27 - 37
  • [2] Model selection methods applied to genetic association studies
    Keildson, Sarah
    Farrall, Martin
    Morris, Andrew P.
    ANNALS OF HUMAN GENETICS, 2009, 73 : 667 - 667
  • [3] Principal variable approach to multipurpose SNP selection in genetic association studies
    Lee, Seunghyun
    Park, Taesung
    Park, Mira
    INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2016, 16 (01) : 32 - 46
  • [4] Comparison of variable and model selection methods for genetic association studies using the GAW15 simulated data
    Zhan Ye
    Elizabeth J Atkinson
    Brooke L Fridley
    Mariza de Andrade
    BMC Proceedings, 1 (Suppl 1)
  • [5] A scalable and portable framework for massively parallel variable selection in genetic association studies
    Chen, Gary K.
    BIOINFORMATICS, 2012, 28 (05) : 719 - 720
  • [6] Adjusting for collider bias in genetic association studies using instrumental variable methods
    Cai, Siyang
    Hartley, April
    Mahmoud, Osama
    Tilling, Kate
    Dudbridge, Frank
    GENETIC EPIDEMIOLOGY, 2022, 46 (5-6) : 303 - 316
  • [7] Application of stochastic search variable selection to genetic association studies in common complex diseases
    Suh, Young Ju
    Kim, Ki Woong
    Jhoo, Jin Hyeong
    Lee, Dong Young
    Youn, Jong Chul
    Paek, Yong Soo
    Choo, Il Han
    Lee, Jung Hie
    Woo, Jong Inn
    KOREAN JOURNAL OF GENETICS, 2006, 28 (03): : 287 - 294
  • [8] Model selection in genetic association studies
    Yen, YC
    Kraft, P
    GENETIC EPIDEMIOLOGY, 2005, 29 (03) : 289 - 289
  • [9] Scalable Variational Inference for Bayesian Variable Selection in Regression, and Its Accuracy in Genetic Association Studies
    Carbonetto, Peter
    Stephens, Matthew
    BAYESIAN ANALYSIS, 2012, 7 (01): : 73 - 107
  • [10] SNP subset selection for genetic association studies
    Byng, MC
    Whittaker, JC
    Cuthbert, AR
    Mathew, CG
    Lewis, CM
    ANNALS OF HUMAN GENETICS, 2003, 67 : 543 - 556