Polya Tree Priors is a probabilistic prior distribution over spaces of probability measures, constructed by recursively partitioning the sample space and assigning random probabilities to dyadic intervals through a tree-structured hierarchy of beta-distributed splits.
23
Publications
1.3K
Citations
40
Authors
36
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Publications per year
2017–2026
1
Parents
Publications
23
Polya Trees and Random Distributions
R. Daniel Mauldin, William D. Sudderth, S. C. Williams · The Annals of Statistics · 1992 · 226 citations · Full text
A Bayesian Semiparametric Accelerated Failure Time Model
Stephen Walker, Bani K. Mallick · Biometrics · 1999 · 136 citations
1–5 of 23
Authors
40
- TH
6
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- SG
3
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- WO
3
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- IA
2
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- AJ
2
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1–5 of 40
Institutions
36
University of Minnesota
Minneapolis, United States
3 h-index
3 publications
114 citations
University of California, Irvine
Irvine, United States
3 h-index
3 publications
111 citations
Irvine University
Cerritos, United States
2 h-index
2 publications
98 citations
Imperial College London
London, United Kingdom
2 h-index
2 publications
172 citations
The University of Texas at Austin
Austin, United States
2 h-index
4 publications
85 citations
University of Kentucky
Lexington, United States
2 h-index
2 publications
88 citations
University of California, Davis
Davis, United States
2 h-index
2 publications
88 citations
University of South Carolina
Columbia, United States
2 h-index
2 publications
51 citations
1–8 of 36
Venues
- Journal of the American Statistical Association
3 publications · 218 citations
3
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- Biometrics
3 publications · 205 citations
3
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- Scandinavian Journal of Statistics
2 publications · 52 citations
2
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- The Annals of Statistics
2 publications · 377 citations
2
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- Biometrika
1 publications · 36 citations
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