Concepedia

Bayesian Copula Models

Bayesian Copula Models is a statistical modeling framework that integrates copula functions with Bayesian inference to jointly model multivariate dependencies by separating the specification of marginal distributions from the dependence structure, while formally accounting for parameter uncertainty through posterior distributions.

121

Publications

5.4K

Citations

318

Authors

177

Institutions

Publications per year

2017–2026

72

Parents

Publications

121

Multivariate <scp>C</scp>opula <scp>A</scp>nalysis <scp>T</scp>oolbox (MvCAT): Describing dependence and underlying uncertainty using a <scp>B</scp>ayesian framework

Mojtaba Sadegh, Elisa Ragno, Amir AghaKouchak · Water Resources Research · 2017 · 340 citations · Full text

, , +16

Efficient Bayesian inference for Gaussian copula regression models

M. Pitt, David Chan, Robert Kohn · Biometrika · 2006 · 265 citations

, , +16

Copula Gaussian graphical models and their application to modeling functional disability data

Adrian Dobra, Alex Lenkoski · The Annals of Applied Statistics · 2011 · 195 citations · Full text

, , +16

Copula Models for Aggregating Expert Opinions

Mohamed N. Jouini, Robert T. Clemen · Operations Research · 1996 · 156 citations

, , +16

Bivariate degradation analysis of products based on Wiener processes and copulas

Zhengqiang Pan, N. Balakrishnan, Quan Sun et al. · Journal of Statistical Computation and Simulation · 2012 · 146 citations

, , +17

1–5 of 121

Authors

318

  1. AS
    Antonia Sebastian

    Rice University, United States

    4 publications · 197 citations

    4

    h-index

  2. OM
    Oswaldo Morales‐Nápoles

    Delft University of Technology, Netherlands

    4 publications · 197 citations

    4

    h-index

  3. GH
    Guohe Huang

    University of Regina, Canada

    4 publications · 97 citations

    4

    h-index

  4. FK
    Faisal Khan

    Memorial University of Newfoundland, Canada

    3 publications · 158 citations

    3

    h-index

  5. YL
    Yongping Li

    University of Regina, Canada

    3 publications · 131 citations

    3

    h-index

1–5 of 318

Institutions

177

  1. Delft University of Technology

    Delft, The Netherlands

    6 h-index

    18 publications

    1.3K citations

  2. Hohai University

    Nanjing, China

    5 h-index

    15 publications

    279 citations

  3. Beijing Normal University

    Beijing, China

    5 h-index

    28 publications

    975 citations

  4. University of Regina

    Regina, Canada

    5 h-index

    15 publications

    427 citations

  5. Universidade de São Paulo

    São Paulo, Brazil

    4 h-index

    9 publications

    197 citations

  6. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    8 publications

    470 citations

  7. UNSW Sydney

    Sydney, Australia

    4 h-index

    9 publications

    284 citations

  8. Memorial University of Newfoundland

    St. John's, Canada

    4 h-index

    10 publications

    527 citations

1–8 of 177

Venues

  1. Journal of Hydrology

    6 publications · 228 citations

    6

    h-index

  2. Reliability Engineering & System Safety

    5 publications · 293 citations

    5

    h-index

  3. Statistics and Computing

    4 publications · 194 citations

    4

    h-index

  4. Water

    4 publications · 158 citations

    4

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 4 publications · 124 citations

    4

    h-index

1–5