Concepedia

Bayesian Nonparametric Variable Selection

Bayesian Nonparametric Variable Selection is a statistical framework that integrates Bayesian nonparametric methods with variable selection procedures, enabling flexible modeling of covariate inclusion probabilities without prespecifying the number of relevant predictors.

13

Publications

1.4K

Citations

37

Authors

26

Institutions

Publications per year

2017–2026

3

Parents

Publications

13

Nonparametric regression using Bayesian variable selection

Michael S. Smith, Robert Kohn · Journal of Econometrics · 1996 · 593 citations

, , +13

Comparison of variable selection methods for clinical predictive modeling

L. Nelson Sanchez‐Pinto, Laura Ruth Venable, John Fahrenbach et al. · International Journal of Medical Informatics · 2018 · 277 citations · Full text

, , +13

Variable selection methods in multivariate statistical process control: A systematic literature review

Fernanda Araújo Pimentel Peres, Flávio S. Fogliatto · Computers & Industrial Engineering · 2017 · 128 citations

, , +14

Variable Selection in Bayesian Smoothing Spline ANOVA Models: Application to Deterministic Computer Codes

Brian J. Reich, Curtis B. Storlie, Howard D. Bondell · Technometrics · 2009 · 85 citations · Full text

, , +16

Scalar-on-image regression via the soft-thresholded Gaussian process

Jian Kang, Brian J. Reich, Ana‐Maria Staicu · Biometrika · 2017 · 74 citations · Full text

, , +17

1–5 of 13

Authors

37

  1. BJ
    Brian J. Reich

    North Carolina State University, United States

    2 publications · 159 citations

    2

    h-index

  2. FV
    Francesco Versace

    The University of Texas MD Anderson Cancer Center, United States

    2 publications · 100 citations

    2

    h-index

  3. MV
    Marina Vannucci

    Rice University, United States

    2 publications · 100 citations

    2

    h-index

  4. MG
    Michele Guindani

    The University of Texas MD Anderson Cancer Center, United States

    2 publications · 100 citations

    2

    h-index

  5. FA
    Fernanda Araújo Pimentel Peres

    Universidade Federal do Rio Grande do Sul, Brazil

    1 publications · 128 citations

    1

    h-index

1–5 of 37

Institutions

26

  1. The University of Texas MD Anderson Cancer Center

    Houston, United States

    2 h-index

    6 publications

    294 citations

  2. Rice University

    Houston, United States

    2 h-index

    6 publications

    294 citations

  3. North Carolina State University

    Raleigh, United States

    2 h-index

    4 publications

    318 citations

  4. Emory University

    Atlanta, United States

    2 h-index

    2 publications

    302 citations

  5. Statistical Research (United States)

    Redlands, United States

    1 h-index

    3 publications

    60 citations

  6. McGill University

    Montreal, Canada

    1 h-index

    2 publications

    56 citations

  7. University of Chicago

    Chicago, United States

    1 h-index

    2 publications

    554 citations

  8. Lurie Children's Hospital

    Chicago, United States

    1 h-index

    1 publications

    277 citations

1–8 of 26

Venues

  1. Computers & Industrial Engineering

    1 publications · 128 citations

    1

    h-index

  2. Statistics in Medicine

    1 publications · 20 citations

    1

    h-index

  3. Bayesian Analysis

    1 publications · 25 citations

    1

    h-index

  4. International Journal of Medical Informatics

    1 publications · 277 citations

    1

    h-index

  5. The Annals of Applied Statistics

    AOAS · 1 publications · 47 citations

    1

    h-index

1–5