Concepedia

Random Partition Models

Random Partition Models is a class of Bayesian nonparametric models that induce a probability distribution over the space of all possible partitions of a set of data points, distinguished by their use of stochastic processes—such as the Chinese Restaurant Process or Pitman-Yor process—to define the partition structure in a way that allows the number of clusters to grow with the data.

65

Publications

3.9K

Citations

119

Authors

88

Institutions

Publications per year

2017–2026

8

Parents

Publications

65

Exchangeable and partially exchangeable random partitions

Jim Pitman · Probability Theory and Related Fields · 1995 · 588 citations · Full text

, , +5

Infinite wedge and random partitions

Andreĭ Okounkov · Selecta Mathematica · 2001 · 294 citations

, , +12

Product Partition Models for Change Point Problems

Daniel Barry, J. A. Hartigan · The Annals of Statistics · 1992 · 285 citations

, , +14

Quantum Random-number Generation and Key Sharing

J. G. Rarity, P. C. M. Owens, P. R. Tapster · Journal of Modern Optics · 1994 · 235 citations

, , +16

Copy number and the stability of 2-micron circle-based artificial plasmids of Saccharomyces cerevisiae

A. B. Futcher, B. S. Cox · Journal of Bacteriology · 1984 · 191 citations · Full text

, , +17

1–5 of 65

Authors

119

  1. FA
    Fernando A. Quintana

    Pontificia Universidad Católica de Chile, Chile

    5 publications · 256 citations

    5

    h-index

  2. AO
    Andreĭ Okounkov

    Princeton University, United States

    4 publications · 402 citations

    4

    h-index

  3. PM
    Peter Müller

    The University of Texas MD Anderson Cancer Center, United States

    4 publications · 265 citations

    4

    h-index

  4. BP
    Boris Pittel

    The Ohio State University, United States

    3 publications · 65 citations

    3

    h-index

  5. JP
    Jim Pitman

    University of California, Berkeley, United States

    3 publications · 669 citations

    3

    h-index

1–5 of 119

Institutions

88

  1. Pontificia Universidad Católica de Chile

    Santiago, Chile

    5 h-index

    6 publications

    387 citations

  2. University of California, Berkeley

    Berkeley, United States

    5 h-index

    11 publications

    1.2K citations

  3. The University of Texas at Austin

    Austin, United States

    4 h-index

    4 publications

    114 citations

  4. University of Minnesota

    Minneapolis, United States

    3 h-index

    4 publications

    211 citations

  5. Brigham Young University

    Provo, United States

    3 h-index

    5 publications

    182 citations

  6. The Ohio State University

    Columbus, United States

    3 h-index

    4 publications

    75 citations

  7. North Carolina State University

    Raleigh, United States

    2 h-index

    3 publications

    129 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    2 publications

    100 citations

1–8 of 88

Venues

  1. Journal of Computational and Graphical Statistics

    JCGS · 3 publications · 202 citations

    3

    h-index

  2. 3

    h-index

  3. The Annals of Applied Probability

    2 publications · 76 citations

    2

    h-index

  4. Statistics in Medicine

    2 publications · 34 citations

    2

    h-index

  5. The Electronic Journal of Combinatorics

    2 publications · 35 citations

    2

    h-index

1–5