Analyzing 'omics data using hierarchical models

被引：0
|
作者：
Hongkai Ji
X Shirley Liu
机构：
[1] Johns Hopkins Bloomberg School of Public Health,Hongkai Ji is in the Department of Biostatistics
[2] Baltimore,X. Shirley Liu is in the Department of Biostatistics and Computational Biology
[3] Maryland,undefined
[4] USA,undefined
[5] Dana-Farber Cancer Institute,undefined
[6] Harvard School of Public Health,undefined
[7] Boston,undefined
[8] Massachusetts,undefined
[9] USA.,undefined
来源：
Nature Biotechnology | 2010年 / 28卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Hierarchical models provide reliable statistical estimates for data sets from high-throughput experiments where measurements vastly outnumber experimental samples.
引用
收藏
页码：337 / 340
页数：3
相关论文
共 50 条
  • [1] Analyzing 'omics data using hierarchical models
    Ji, Hongkai
    Liu, X. Shirley
    NATURE BIOTECHNOLOGY, 2010, 28 (04) : 337 - 340
  • [2] Hierarchical phylogenetic models for analyzing multipartite sequence data
    Suchard, MA
    Kitchen, CMR
    Sinsheimer, JS
    Weiss, RE
    SYSTEMATIC BIOLOGY, 2003, 52 (05) : 649 - 664
  • [3] Differential Private Deep Learning Models for Analyzing Breast Cancer Omics Data
    Islam, Md. Mohaiminul
    Mohammed, Noman
    Wang, Yang
    Hu, Pingzhao
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [4] Using nonlinear hierarchical models for analyzing annulus-based size-at-age data
    Schaalje, GB
    Shaw, JL
    Belk, MC
    CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 2002, 59 (09) : 1524 - 1532
  • [5] Analyzing Complex Models Using Data and Statistics
    Patra, Abani K.
    Bevilacqua, Andrea
    Safei, Ali Akhavan
    COMPUTATIONAL SCIENCE - ICCS 2018, PT II, 2018, 10861 : 724 - 736
  • [6] Analyzing omics data based on sample network
    Sheng, Meizhen
    Qi, Yanpeng
    Gao, Zhenbo
    Lin, Xiaohui
    JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2024, 22 (01)
  • [7] Data clustering and analyzing techniques using hierarchical clustering method
    Hu, Wen
    Pan, Qing He
    MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 74 (19) : 8495 - 8504
  • [8] Data clustering and analyzing techniques using hierarchical clustering method
    Wen Hu
    Qing he Pan
    Multimedia Tools and Applications, 2015, 74 : 8495 - 8504
  • [9] Analyzing Probabilistic Models in Hierarchical BOA
    Hauschild, Mark
    Pelikan, Martin
    Sastry, Kumara
    Lima, Claudio
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 13 (06) : 1199 - 1217
  • [10] A hierarchical functional data analytic approach for analyzing physiologically based pharmacokinetic models
    Mandal, Siddhartha
    Sen, Pranab K.
    Peddada, Shyamal D.
    ENVIRONMETRICS, 2013, 24 (03) : 172 - 179
12345