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1
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Wang K, Ghosal S. Posterior contraction and testing for multivariate isotonic regression. Electron J Stat 2023. [DOI: 10.1214/23-ejs2115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023]
Affiliation(s)
- Kang Wang
- Department of Statistics, North Carolina State University, Raleigh, NC 27695, U.S.A
| | - Subhashis Ghosal
- Department of Statistics, North Carolina State University, Raleigh, NC 27695, U.S.A
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Zhou S, Ray P, Pati D, Bhattacharya A. A mass-shifting phenomenon of truncated multivariate normal priors. J Am Stat Assoc 2022. [DOI: 10.1080/01621459.2022.2129059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Shuang Zhou
- School of Mathematical and Statistical Sciences, Arizona State University, Tempe, Arizona, 85287, USA
| | - Pallavi Ray
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana, 46285, USA
| | - Debdeep Pati
- Department of Statistics, Texas A&M University, College Station, Texas, 77843, USA
| | - Anirban Bhattacharya
- Department of Statistics, Texas A&M University, College Station, Texas, 77843, USA
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3
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Chakraborty M, Ghosal S. Rates and coverage for monotone densities using projection-posterior. BERNOULLI 2022. [DOI: 10.3150/21-bej1379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Moumita Chakraborty
- Department of Statistics, North Carolina State University, 2311 Stinson Drive, Raleigh, North Carolina 27695-8203, USA
| | - Subhashis Ghosal
- Department of Statistics, North Carolina State University, 2311 Stinson Drive, Raleigh, North Carolina 27695-8203, USA
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