Concepedia

Posterior Contraction

Posterior Contraction is a theoretical property in Bayesian statistics characterizing the rate at which the posterior distribution concentrates around the true parameter value as the sample size increases.

55

Publications

2.7K

Citations

85

Authors

49

Institutions

Publications per year

2017–2026

22

Parents

Publications

55

Rates of contraction of posterior distributions based on Gaussian process priors

Aad van der Vaart, J. H. van Zanten · The Annals of Statistics · 2008 · 356 citations · Full text

, , +16

Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis

Jian Tang, Zhaoshi Meng, XuanLong Nguyen et al. · 2014 · 184 citations

, , +11

Myosin II contributes to the posterior contraction and the anterior extension during the retraction phase in migrating<i>Dictyostelium</i>cells

Kazuhiko Uchida, Toshiko Kitanishi‐Yumura, Shigehiko Yumura · Journal of Cell Science · 2002 · 110 citations

, , +17

Posterior contraction in sparse Bayesian factor models for massive covariance matrices

2012 · 108 citations

, , +15

Bayesian fractional posteriors

Anirban Bhattacharya, Debdeep Pati, Yun Yang · The Annals of Statistics · 2018 · 98 citations · Full text

, , +16

1–5 of 55

Authors

85

  1. SG
    Subhashis Ghosal

    North Carolina State University, United States

    5 publications · 164 citations

    5

    h-index

  2. AV
    Aad van der Vaart

    Vrije Universiteit Amsterdam, Netherlands

    4 publications · 476 citations

    4

    h-index

  3. SJ
    Seonghyun Jeong

    Yonsei University, South Korea

    3 publications · 72 citations

    3

    h-index

  4. EB
    Eduard Belitser

    Vrije Universiteit Amsterdam, Netherlands

    3 publications · 62 citations

    3

    h-index

  5. DP
    Debdeep Pati

    Texas A&M University, United States

    3 publications · 189 citations

    3

    h-index

1–5 of 85

Institutions

49

  1. North Carolina State University

    Raleigh, United States

    6 h-index

    8 publications

    314 citations

  2. Leiden University

    Leiden, The Netherlands

    3 h-index

    5 publications

    232 citations

  3. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    4 publications

    392 citations

  4. University of Chicago

    Chicago, United States

    3 h-index

    4 publications

    119 citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    3 publications

    60 citations

  6. University of Warwick

    Coventry, United Kingdom

    3 h-index

    6 publications

    342 citations

  7. Queen's University Belfast

    Belfast, United Kingdom

    2 h-index

    5 publications

    101 citations

  8. Yonsei University

    Seoul, South Korea

    2 h-index

    2 publications

    36 citations

1–8 of 49

Venues

  1. The Annals of Statistics

    14 publications · 968 citations

    14

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 191 citations

    6

    h-index

  3. Electronic Journal of Statistics

    6 publications · 259 citations

    6

    h-index

  4. Bernoulli

    3 publications · 62 citations

    3

    h-index

  5. Headache The Journal of Head and Face Pain

    2 publications · 35 citations

    2

    h-index

1–5