Concepedia

Beta Processes

Beta Process is a stochastic process in Bayesian nonparametrics that serves as a prior distribution over random measures, distinguished by its composition of beta-distributed weights and a completely random measure structure governing the locations of atoms.

192

Publications

18.3K

Citations

429

Authors

224

Institutions

Publications per year

2017–2026

20

Parents

Publications

192

Relaxation processes in supercooled liquids

W. Götze, L. Sjögren · Reports on Progress in Physics · 1992 · 2.9K citations

, , +15

Estimating betas from nonsynchronous data

Myron S. Scholes, Joseph Williams · Journal of Financial Economics · 1977 · 2.8K citations

, , +6

On the Estimation of Beta-Pricing Models

Jay Shanken · Review of Financial Studies · 1992 · 1.7K citations

, , +11

A generalization of the beta distribution with applications

James B. McDonald, Yexiao Xu · Journal of Econometrics · 1995 · 557 citations

, , +10

Nonparametric Bayes Estimators Based on Beta Processes in Models for Life History Data

Nils Lid Hjort · The Annals of Statistics · 1990 · 480 citations · Full text

, , +16

1–5 of 192

Authors

429

  1. MI
    Michael I. Jordan

    University of California, Berkeley, United States

    10 publications · 945 citations

    10

    h-index

  2. JP
    John Paisley

    Columbia University, United States

    9 publications · 847 citations

    9

    h-index

  3. LC
    Lawrence Carin

    Duke University, United States

    9 publications · 738 citations

    9

    h-index

  4. EB
    Erik B. Sudderth

    Massachusetts Institute of Technology, United States

    5 publications · 362 citations

    5

    h-index

  5. YK
    Yongdai Kim

    Seoul National University, South Korea

    4 publications · 126 citations

    4

    h-index

1–5 of 429

Institutions

224

  1. Duke University

    Durham, United States

    12 h-index

    41 publications

    3K citations

  2. University of California, Berkeley

    Berkeley, United States

    8 h-index

    16 publications

    1.1K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    10 publications

    401 citations

  4. Princeton University

    Princeton, United States

    5 h-index

    6 publications

    738 citations

  5. University of Washington

    Seattle, United States

    4 h-index

    4 publications

    233 citations

  6. The University of Western Australia

    Perth, Australia

    4 h-index

    7 publications

    1.2K citations

  7. Harvard University Press

    Cambridge, United States

    3 h-index

    5 publications

    365 citations

  8. Université de Moncton

    Moncton, Canada

    3 h-index

    4 publications

    165 citations

1–8 of 224

Venues

  1. The Journal of Chemical Physics

    6 publications · 189 citations

    6

    h-index

  2. The Annals of Statistics

    5 publications · 723 citations

    5

    h-index

  3. The Astrophysical Journal

    ApJ · 5 publications · 190 citations

    5

    h-index

  4. Journal of Multivariate Analysis

    5 publications · 175 citations

    5

    h-index

  5. arXiv (Cornell University)

    Repository · 5 publications · 125 citations

    5

    h-index

1–5