Gibbs sampling, adaptive rejection sampling and robustness to prior specification for a mixed linear model

被引:0
|
作者
CM Theobald
MZ Firat
R Thompson
机构
关键词
Linear Model; Mixed Linear Model; Gibbs Sampling; Full Article; Prior Specification;
D O I
10.1186/1297-9686-29-1-57
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Joint Probabilistic Data Association Filter Using Adaptive Gibbs Sampling
    He, Shaoming
    Shin, Hyo-Sang
    Tsourdos, Antonios
    [J]. 2020 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS'20), 2020, : 991 - 997
  • [42] Forcible Search Scheme for Mixed Gibbs Sampling Massive MIMO Detection
    Yamazaki, Kenji
    Sanada, Yukitoshi
    [J]. IEICE TRANSACTIONS ON COMMUNICATIONS, 2021, E104B (04) : 419 - 427
  • [43] Gibbs sampling in DP-based nonlinear mixed effects models
    Wang, Jing
    [J]. JOURNAL OF APPLIED STATISTICS, 2010, 37 (02) : 325 - 340
  • [44] Adaptive Rao-Blackwellisation in Gibbs Sampling for Probabilistic Graphical Models
    Kelly, Craig
    Sarkhel, Somdeb
    Venugopal, Deepak
    [J]. 22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019, 89
  • [45] Genetic variance components analysis for binary phenotypes using generalized linear mixed models (GLMMs) and Gibbs sampling
    Burton, PR
    Tiller, KJ
    Gurrin, LC
    Cookson, WOCM
    Musk, AW
    Palmer, LJ
    [J]. GENETIC EPIDEMIOLOGY, 1999, 17 (02) : 118 - 140
  • [46] Gibbs Sampling Detection for Large MIMO and MTC Uplinks with Adaptive Modulation
    Rosario, Francisco
    Monteiro, Francisco A.
    [J]. SENSORS, 2022, 22 (04)
  • [47] Rao-blackwellised Gibbs sampling for switching linear dynamical systems
    Rosti, AVI
    Gales, MJF
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PROCEEDINGS: SPEECH PROCESSING, 2004, : 809 - 812
  • [48] Convergence and accuracy of Gibbs sampling; for conditional distributions in generalized linear models
    Kolassa, JE
    [J]. ANNALS OF STATISTICS, 1999, 27 (01): : 129 - 142
  • [49] GENERALIZED LINEAR-MODELS WITH RANDOM EFFECTS - A GIBBS SAMPLING APPROACH
    ZEGER, SL
    KARIM, MR
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1991, 86 (413) : 79 - 86
  • [50] GIBBS SAMPLING APPROACH TO VARIABLE SELECTION IN LINEAR REGRESSION WITH OUTLIER VALUES
    Yardimci, Atilla
    Erar, Aydin
    [J]. GAZI UNIVERSITY JOURNAL OF SCIENCE, 2005, 18 (04): : 603 - 611