Concepedia

Bayesian Semiparametric Models

Bayesian Semiparametric Models is a Bayesian statistical modeling framework that combines parametric and nonparametric components by assigning a prior distribution to both finite-dimensional parameters and infinite-dimensional functions, thereby allowing flexible inference while retaining partial parametric structure.

231

Publications

10.1K

Citations

440

Authors

275

Institutions

Publications per year

2017–2026

30

Parents

Publications

231

Seasonal Analyses of Air Pollution and Mortality in 100 US Cities

Roger D. Peng, Francesca Dominici, Roberto Pastor‐Barriuso et al. · American Journal of Epidemiology · 2005 · 466 citations · Full text

, , +17

Hidden Markov Models and Disease Mapping

Peter J. Green, Sylvia Richardson · Journal of the American Statistical Association · 2002 · 347 citations

, , +16

A semiparametric Bayesian model for randomised block designs

Christopher Bush · Biometrika · 1996 · 310 citations

, , +16

A Bayesian semiparametric multivariate joint model for multiple longitudinal outcomes and a time‐to‐event

Dimitris Rizopoulos, Pulak Ghosh · Statistics in Medicine · 2011 · 255 citations

, , +17

Bayesian Nonparametric Inference for Random Distributions and Related Functions

Stephen G. Walker, Paul Damien, Purushottam W. Laud et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1999 · 233 citations · Full text

, , +14

1–5 of 231

Authors

440

  1. TH
    Timothy Hanson

    University of South Carolina, United States

    11 publications · 529 citations

    11

    h-index

  2. BK
    Bani K. Mallick

    Texas A&M University, United States

    10 publications · 424 citations

    10

    h-index

  3. DB
    David B. Dunson

    Duke University, United States

    9 publications · 448 citations

    9

    h-index

  4. PM
    Peter Müller

    The University of Texas MD Anderson Cancer Center, United States

    7 publications · 390 citations

    7

    h-index

  5. PG
    Pulak Ghosh

    Indian Institute of Management Bangalore, India

    6 publications · 368 citations

    6

    h-index

1–5 of 440

Institutions

275

  1. Duke University

    Durham, United States

    13 h-index

    20 publications

    838 citations

  2. Texas A&M University

    College Station, United States

    10 h-index

    24 publications

    605 citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    10 h-index

    23 publications

    642 citations

  4. University of South Carolina

    Columbia, United States

    10 h-index

    18 publications

    585 citations

  5. The University of Texas MD Anderson Cancer Center

    Houston, United States

    9 h-index

    19 publications

    386 citations

  6. The University of Texas at Austin

    Austin, United States

    9 h-index

    12 publications

    413 citations

  7. University of Florida

    Gainesville, United States

    8 h-index

    10 publications

    173 citations

  8. University of Michigan

    Ann Arbor, United States

    7 h-index

    11 publications

    430 citations

1–8 of 275

Venues

  1. Statistics in Medicine

    20 publications · 851 citations

    18

    h-index

  2. Journal of the American Statistical Association

    23 publications · 1.3K citations

    18

    h-index

  3. Biometrics

    27 publications · 1.2K citations

    18

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 10 publications · 184 citations

    10

    h-index

  5. Journal of Computational and Graphical Statistics

    JCGS · 9 publications · 359 citations

    9

    h-index

1–5