Concepedia

Posterior Asymptotics

Posterior Asymptotics is a theoretical framework in Bayesian statistics that characterizes the limiting behavior of posterior distributions as the sample size grows, distinguishing itself by analyzing convergence rates and consistency properties under increasingly large data regimes.

325

Publications

17.5K

Citations

441

Authors

255

Institutions

Publications per year

2017–2026

23

Parents

Publications

325

Book review: “Bayesian Data Analysis,” Second Edition by A. Gelman, J.B. Carlin, H.S. Stern, and D.B. Rubin Chapman & Hall/CRC, 2004

Jerry Nedelman · Computational Statistics · 2005 · 1.1K citations

, , +17

Convergence rates of posterior distributions

Subhashis Ghosal, Jayanta K. Ghosh, Aad van der Vaart · The Annals of Statistics · 2000 · 712 citations · Full text

, , +17

Information-theoretic asymptotics of Bayes methods

Bertrand Clarke, Andrew R. Barron · IEEE Transactions on Information Theory · 1990 · 453 citations

, , +16

Sign Restrictions, Structural Vector Autoregressions, and Useful Prior Information

Christiane Baumeister, James D. Hamilton · Econometrica · 2015 · 413 citations

, , +16

Limiting Behavior of Posterior Distributions when the Model is Incorrect

Robert H. Berk · The Annals of Mathematical Statistics · 1966 · 411 citations · Full text

, , +15

1–5 of 325

Authors

441

  1. CP
    Christian P. Robert

    Université Paris Dauphine-PSL, France

    6 publications · 276 citations

    6

    h-index

  2. BC
    Bertrand Clarke

    University of British Columbia, Canada

    5 publications · 533 citations

    5

    h-index

  3. JP
    James P. Hobert

    University of Florida, United States

    5 publications · 130 citations

    5

    h-index

  4. JR
    Judith Rousseau

    Université Paris Dauphine-PSL, France

    5 publications · 449 citations

    5

    h-index

  5. AY
    Albert Y. Lo

    University at Buffalo, State University of New York, United States

    4 publications · 317 citations

    4

    h-index

1–5 of 441

Institutions

255

  1. Purdue University West Lafayette

    West Lafayette, United States

    11 h-index

    13 publications

    745 citations

  2. University of Florida

    Gainesville, United States

    9 h-index

    18 publications

    531 citations

  3. Université Paris Dauphine-PSL

    Paris, France

    7 h-index

    8 publications

    656 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    10 publications

    773 citations

  5. The University of Tokyo

    Tokyo, Japan

    6 h-index

    9 publications

    153 citations

  6. Princeton University

    Princeton, United States

    5 h-index

    5 publications

    227 citations

  7. Michigan State University

    East Lansing, United States

    5 h-index

    5 publications

    103 citations

  8. Indian Statistical Institute

    Kolkata, India

    5 h-index

    12 publications

    2.6K citations

1–8 of 255

Venues

  1. The Annals of Statistics

    46 publications · 3K citations

    25

    h-index

  2. 18

    h-index

  3. Journal of the American Statistical Association

    15 publications · 797 citations

    15

    h-index

  4. The Annals of Mathematical Statistics

    12 publications · 1.1K citations

    11

    h-index

  5. Communication in Statistics- Theory and Methods

    12 publications · 172 citations

    11

    h-index

1–5