Concepedia

Bayesian Covariance Modeling

Bayesian Covariance Modeling is a statistical framework within spatial covariance modeling that incorporates prior distributions over covariance parameters to enable probabilistic inference and uncertainty quantification in the estimation of spatial dependence structures.

15

Publications

643

Citations

35

Authors

25

Institutions

Publications per year

2017–2026

2

Parents

Publications

15

Bayesian geostatistical design: Task‐driven optimal site investigation when the geostatistical model is uncertain

Wolfgang Nowak, Felipe P. J. de Barros, Yoram Rubin · Water Resources Research · 2010 · 122 citations · Full text

, , +16

A Bayesian view of covariation assessment

Craig R. M. McKenzie, Laurie A. Mikkelsen · Cognitive Psychology · 2006 · 119 citations

, , +13

Bayesian estimation of semi-parametric non-stationary spatial covariance structures

Doris Damian, Paul D. Sampson, Peter Guttorp · Environmetrics · 2001 · 114 citations

, , +17

Tapered Covariance: Bayesian Estimation and Asymptotics

Benjamin A. Shaby, David Ruppert · Journal of Computational and Graphical Statistics · 2012 · 70 citations

, , +13

Accounting for Spatially Varying Directional Effects in Spatial Covariance Structures

Joaquim Henriques Vianna Neto, Alexandra M. Schmidt, Peter Guttorp · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2013 · 48 citations

, , +17

1–5 of 15

Authors

35

  1. PG
    Peter Guttorp

    University of Washington, United States

    2 publications · 162 citations

    2

    h-index

  2. MS
    Mickael Salabasis

    Stockholm School of Economics, Sweden

    1 publications · 11 citations

    1

    h-index

  3. AM
    Alexandra M. Schmidt

    Universidade Federal do Rio de Janeiro, Brazil

    1 publications · 48 citations

    1

    h-index

  4. DR
    David Ruppert

    Cornell University, United States

    1 publications · 70 citations

    1

    h-index

  5. SC
    Siddhartha Chib

    Washington University in St. Louis, United States

    1 publications · 10 citations

    1

    h-index

1–5 of 35

Institutions

25

  1. University of Washington

    Seattle, United States

    2 h-index

    4 publications

    390 citations

  2. Yale University

    New Haven, United States

    1 h-index

    2 publications

    30 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    1 publications

    11 citations

  4. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    1 h-index

    1 publications

    11 citations

  5. University of Florida

    Gainesville, United States

    1 h-index

    1 publications

    19 citations

  6. Seattle University

    Seattle, United States

    1 h-index

    1 publications

    48 citations

  7. Center for Naval Analyses

    Arlington, United States

    1 h-index

    1 publications

    14 citations

  8. Inserm

    Paris, France

    1 h-index

    1 publications

    22 citations

1–8 of 25

Venues

  1. 1

    h-index

  2. Psychometrika

    1 publications · 27 citations

    1

    h-index

  3. Statistical Methodology

    1 publications · 17 citations

    1

    h-index

  4. RePEc: Research Papers in Economics

    Repository · 1 publications · 10 citations

    1

    h-index

  5. Environmetrics

    1 publications · 114 citations

    1

    h-index

1–5