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For: Miller JW, Dunson DB. Robust Bayesian inference via coarsening. J Am Stat Assoc 2020;114:1113-1125. [PMID: 31942084 DOI: 10.1080/01621459.2018.1469995] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Number Cited by Other Article(s)
1
Schwob MR, Hooten MB, Narasimhan V. Composite dyadic models for spatio-temporal data. Biometrics 2024;80:ujae107. [PMID: 39360904 DOI: 10.1093/biomtc/ujae107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 08/10/2024] [Accepted: 09/11/2024] [Indexed: 10/05/2024]
2
Abdel-Aty Y, Kayid M, Alomani G. Selection effect of learning rate parameter on estimators of k exponential populations under the joint hybrid censoring. Heliyon 2024;10:e34087. [PMID: 39071643 PMCID: PMC11277392 DOI: 10.1016/j.heliyon.2024.e34087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 06/30/2024] [Accepted: 07/03/2024] [Indexed: 07/30/2024]  Open
3
Chakraborty A, Bhattacharya A, Pati D. A Gibbs Posterior Framework for Fair Clustering. ENTROPY (BASEL, SWITZERLAND) 2024;26:63. [PMID: 38248188 PMCID: PMC10814285 DOI: 10.3390/e26010063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 12/28/2023] [Accepted: 01/09/2024] [Indexed: 01/23/2024]
4
Kasa SR, Rajan V. Avoiding inferior clusterings with misspecified Gaussian mixture models. Sci Rep 2023;13:19164. [PMID: 37932317 PMCID: PMC10628229 DOI: 10.1038/s41598-023-44608-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 10/10/2023] [Indexed: 11/08/2023]  Open
5
Baek Y, Aquino W, Mukherjee S. Generalized Bayes approach to inverse problems with model misspecification. INVERSE PROBLEMS 2023;39:105011. [PMID: 37990698 PMCID: PMC10659580 DOI: 10.1088/1361-6420/acf51c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2023]
6
Duan LL, Roy A. Spectral Clustering, Bayesian Spanning Forest, and Forest Process. J Am Stat Assoc 2023;119:2140-2153. [PMID: 39583343 PMCID: PMC11580821 DOI: 10.1080/01621459.2023.2250098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 07/23/2023] [Accepted: 08/04/2023] [Indexed: 11/26/2024]
7
Lui A, Lee J, Thall PF, Daher M, Rezvani K, Basar R. A Bayesian feature allocation model for identifying cell subpopulations using CyTOF data. J R Stat Soc Ser C Appl Stat 2023;72:718-738. [PMID: 37325776 PMCID: PMC10264057 DOI: 10.1093/jrsssc/qlad029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 04/02/2023] [Indexed: 06/17/2023]
8
Wade S. Bayesian cluster analysis. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2023;381:20220149. [PMID: 36970819 PMCID: PMC10041359 DOI: 10.1098/rsta.2022.0149] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 01/03/2023] [Indexed: 06/18/2023]
9
Rios Insua D, Naveiro R, Gallego V, Poulos J. Adversarial Machine Learning: Bayesian Perspectives. J Am Stat Assoc 2023. [DOI: 10.1080/01621459.2023.2183129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
10
Liu Y, Goudie RJB. Generalized Geographically Weighted Regression Model within a Modularized Bayesian Framework. BAYESIAN ANALYSIS 2023;-1:1-36. [PMID: 36714467 PMCID: PMC7614111 DOI: 10.1214/22-ba1357] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
11
Martin GM, Frazier DT, Robert CP. Approximating Bayes in the 21st Century. Stat Sci 2023. [DOI: 10.1214/22-sts875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
12
Zito A, Rigon T, Dunson DB. Inferring taxonomic placement from DNA barcoding aiding in discovery of new taxa. Methods Ecol Evol 2022. [DOI: 10.1111/2041-210x.14009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
13
Jewson J, Rossell D. General Bayesian loss function selection and the use of improper models. J R Stat Soc Series B Stat Methodol 2022. [DOI: 10.1111/rssb.12553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
14
Privé F, Arbel J, Aschard H, Vilhjálmsson BJ. Identifying and correcting for misspecifications in GWAS summary statistics and polygenic scores. HGG ADVANCES 2022;3:100136. [PMID: 36105883 PMCID: PMC9465343 DOI: 10.1016/j.xhgg.2022.100136] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/11/2022] [Indexed: 11/18/2022]  Open
15
Kurniawan Y, Petrie CL, Williams KJ, Transtrum MK, Tadmor EB, Elliott RS, Karls DS, Wen M. Bayesian, frequentist, and information geometric approaches to parametric uncertainty quantification of classical empirical interatomic potentials. J Chem Phys 2022;156:214103. [DOI: 10.1063/5.0084988] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]  Open
16
Matsubara T, Knoblauch J, Briol F, Oates CJ. Robust generalised Bayesian inference for intractable likelihoods. J R Stat Soc Series B Stat Methodol 2022. [DOI: 10.1111/rssb.12500] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
17
McGoff K, Mukherjee S, Nobel AB. Gibbs posterior convergence and the thermodynamic formalism. ANN APPL PROBAB 2022. [DOI: 10.1214/21-aap1685] [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]
18
Beraha M, Argiento R, Møller J, Guglielmi A. MCMC Computations for Bayesian Mixture Models Using Repulsive Point Processes. J Comput Graph Stat 2022. [DOI: 10.1080/10618600.2021.2000424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
19
Liu Y, Goudie RJB. Stochastic approximation cut algorithm for inference in modularized Bayesian models. STATISTICS AND COMPUTING 2021;32:7. [PMID: 35125678 PMCID: PMC7612314 DOI: 10.1007/s11222-021-10070-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 11/06/2021] [Indexed: 06/14/2023]
20
Fiksel J, Datta A, Amouzou A, Zeger S. Generalized Bayes Quantification Learning under Dataset Shift. J Am Stat Assoc 2021. [DOI: 10.1080/01621459.2021.1909599] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
21
Duan LL, Dunson DB. Bayesian Distance Clustering. JOURNAL OF MACHINE LEARNING RESEARCH : JMLR 2021;22:224. [PMID: 35782785 PMCID: PMC9245927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
22
Andrade D, Fukumizu K. Disjunct support spike‐and‐slab priors for variable selection in regression under quasi‐sparseness. Stat (Int Stat Inst) 2020. [DOI: 10.1002/sta4.307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
23
Observational nonidentifiability, generalized likelihood and free energy. Int J Approx Reason 2020. [DOI: 10.1016/j.ijar.2020.06.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
24
Mukhopadhyay M, Li D, Dunson DB. Estimating densities with non‐linear support by using Fisher–Gaussian kernels. J R Stat Soc Series B Stat Methodol 2020;82:1249-1271. [DOI: 10.1111/rssb.12390] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
25
Universal inference. Proc Natl Acad Sci U S A 2020;117:16880-16890. [PMID: 32631986 DOI: 10.1073/pnas.1922664117] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]  Open
26
Robust Bayesian Regression with Synthetic Posterior Distributions. ENTROPY 2020;22:e22060661. [PMID: 33286432 PMCID: PMC7517196 DOI: 10.3390/e22060661] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 06/04/2020] [Accepted: 06/10/2020] [Indexed: 11/17/2022]
27
Ho N, Nguyen X, Ritov Y. Robust estimation of mixing measures in finite mixture models. BERNOULLI 2020. [DOI: 10.3150/18-bej1087] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
28
Ruli E, Sartori N, Ventura L. Robust approximate Bayesian inference. J Stat Plan Inference 2020. [DOI: 10.1016/j.jspi.2019.05.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
29
Dunson DB, Johndrow JE. The Hastings algorithm at fifty. Biometrika 2019. [DOI: 10.1093/biomet/asz066] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]  Open
30
Lee K, Lee J, Lin L. Minimax posterior convergence rates and model selection consistency in high-dimensional DAG models based on sparse Cholesky factors. Ann Stat 2019. [DOI: 10.1214/18-aos1783] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
31
Bernton E, Jacob PE, Gerber M, Robert CP. Approximate Bayesian computation with the Wasserstein distance. J R Stat Soc Series B Stat Methodol 2019. [DOI: 10.1111/rssb.12312] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
32
Linero AR, Yang Y. Bayesian regression tree ensembles that adapt to smoothness and sparsity. J R Stat Soc Series B Stat Methodol 2018. [DOI: 10.1111/rssb.12293] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
33
Principles of Bayesian Inference Using General Divergence Criteria. ENTROPY 2018;20:e20060442. [PMID: 33265532 PMCID: PMC7512964 DOI: 10.3390/e20060442] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Revised: 05/25/2018] [Accepted: 05/28/2018] [Indexed: 11/22/2022]
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