Exemplary introduction to Bayesian statistical inference, Ioannis Ntzoufras. Bayesian Modeling Using WinBUGS.

被引:1
|
作者
Wetzels, Ruud [1 ]
Wagenmakers, Eric-Jan [1 ]
机构
[1] Univ Amsterdam, NL-1018 Amsterdam, Netherlands
关键词
D O I
10.1016/j.jmp.2010.02.002
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
引用
收藏
页码:466 / 469
页数:4
相关论文
共 50 条
  • [41] A tutorial introduction to Bayesian inference for stochastic epidemic models using Markov chain Monte Carlo methods
    O'Neill, PD
    [J]. MATHEMATICAL BIOSCIENCES, 2002, 180 : 103 - 114
  • [42] Spatiotemporal Modeling of Nursery Habitat Using Bayesian Inference: Environmental Drivers of Juvenile Blue Crab Abundance
    Hyman, A. Challen
    Chiu, Grace S.
    Fabrizio, Mary C.
    Lipcius, Romuald N.
    [J]. FRONTIERS IN MARINE SCIENCE, 2022, 9
  • [43] Bayesian inference using Hamiltonian Monte-Carlo algorithm for nonlinear joint modeling in the context of cancer immunotherapy
    Kerioui, Marion
    Mercier, Francois
    Bertrand, Julie
    Tardivon, Coralie
    Bruno, Rene
    Guedj, Jeremie
    Desmee, Solene
    [J]. STATISTICS IN MEDICINE, 2020, 39 (30) : 4853 - 4868
  • [44] Quantifying chromosomal instability from intratumoral karyotype diversity using agent-based modeling and Bayesian inference
    Lynch, Andrew R.
    Arp, Nicholas L.
    Zhou, Amber S.
    Weaver, Beth A.
    Burkard, Mark E.
    [J]. ELIFE, 2022, 11
  • [45] Modeling photosynthesis of Spartina alterniflora (smooth cordgrass) impacted by the Deepwater Horizon oil spill using Bayesian inference
    Wu, Wei
    Biber, Patrick D.
    Peterson, Mark S.
    Gong, Chongfeng
    [J]. ENVIRONMENTAL RESEARCH LETTERS, 2012, 7 (04):
  • [46] Quantifying the change in soil moisture modeling uncertainty from remote sensing observations using Bayesian inference techniques
    Harrison, Kenneth W.
    Kumar, Sujay V.
    Peters-Lidard, Christa D.
    Santanello, Joseph A.
    [J]. WATER RESOURCES RESEARCH, 2012, 48
  • [47] Using Bayesian Inference Modeling in Estimating Important Production Parameters Used in the Simulation-based Production Planning
    Jen, Hen-yi
    Hsiao, Chun-yi
    [J]. PROCEEDINGS OF 4TH IEEE INTERNATIONAL CONFERENCE ON APPLIED SYSTEM INNOVATION 2018 ( IEEE ICASI 2018 ), 2018, : 1038 - 1041
  • [48] Probabilistic Modeling and Inference for Building Structures under Earthquake Sequences Using Matrix-Based Bayesian Network
    Mun, Changuk
    Bai, Jong-Wha
    Song, Junho
    [J]. LIFELINES 2022: ADVANCING LIFELINE ENGINEERING FOR COMMUNITY RESILIENCE, 2022, : 621 - 631
  • [49] Using Statistical Emulation and Knowledge of Grain-surface Diffusion for Bayesian Inference of Reaction Rate Parameters: An Application to a Glycine Network
    Heyl, Johannes
    Holdship, Jonathan
    Viti, Serena
    [J]. ASTROPHYSICAL JOURNAL, 2022, 931 (01):
  • [50] Modeling and Predicting Surface Roughness in Hard Turning Using a Bayesian Inference-Based HMM-SVM Model
    He, Kang
    Xu, Qingsong
    Jia, Minping
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 12 (03) : 1092 - 1103