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Leo L. Duan & Arkaprava Roy. (2023) Spectral Clustering, Bayesian Spanning Forest, and Forest Process. Journal of the American Statistical Association 0:0, pages 1-14.
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David Rios Insua, Roi Naveiro, Víctor Gallego & Jason Poulos. (2023) Adversarial Machine Learning: Bayesian Perspectives. Journal of the American Statistical Association 118:543, pages 2195-2206.
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Kush Bhatia, Yi-An Ma, Anca D. Dragan, Peter L. Bartlett & Michael I. Jordan. (2023) Bayesian Robustness: A Nonasymptotic Viewpoint. Journal of the American Statistical Association 0:0, pages 1-12.
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Abhishek Goyal, Alessia Flammini, Renato Morbidelli, Corrado Corradini & Rao S. Govindaraju. (2023) Role of in-situ point instruments in the estimation of variability in soil saturated hydraulic conductivity. Hydrological Sciences Journal 68:3, pages 448-461.
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John J. Peterson. (2023) Response surfaces, blocking, and split plots: A predictive distribution case study. Quality Engineering 35:1, pages 172-191.
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Jacob Fiksel, Abhirup Datta, Agbessi Amouzou & Scott Zeger. (2022) Generalized Bayes Quantification Learning under Dataset Shift. Journal of the American Statistical Association 117:540, pages 2163-2181.
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Mario Beraha, Raffaele Argiento, Jesper Møller & Alessandra Guglielmi. (2022) MCMC Computations for Bayesian Mixture Models Using Repulsive Point Processes. Journal of Computational and Graphical Statistics 31:2, pages 422-435.
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David T. Frazier, Rubén Loaiza-Maya, Gael M. Martin & Bonsoo Koo. Loss-Based Variational Bayes Prediction. Journal of Computational and Graphical Statistics 0:0, pages 1-31.
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Ewan Cameron. Statistical modelling under differential privacy constraints: a case study in fine-scale geographical analysis with Australian Bureau of Statistics TableBuilder data. Australian Geographer 0:0, pages 1-15.
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Articles from other publishers (50)
Yang Liu & Robert J. B. Goudie. (2024) Generalized Geographically Weighted Regression Model within a Modularized Bayesian Framework. Bayesian Analysis 19:2.
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Shai Gorsky, Cliburn Chan & Li Ma. (2024) Coarsened Mixtures of Hierarchical Skew Normal Kernels for Flow and Mass Cytometry Analyses. Bayesian Analysis 19:2.
Crossref
Crossref
Dawid Bernaciak & Jim E. Griffin. (2024) A loss discounting framework for model averaging and selection in time series models. International Journal of Forecasting.
Crossref
Crossref
Gael M. Martin, David T. Frazier & Christian P. Robert. (2024) Approximating Bayes in the 21st Century. Statistical Science 39:1.
Crossref
Crossref
Jinlu Liu, Sara Wade & Natalia Bochkina. (2024) Shared Differential Clustering across Single-cell RNA Sequencing Datasets with the Hierarchical Dirichlet Process. Econometrics and Statistics.
Crossref
Crossref
Abhisek Chakraborty, Anirban Bhattacharya & Debdeep Pati. (2024) A Gibbs Posterior Framework for Fair Clustering. Entropy 26:1, pages 63.
Crossref
Crossref
Jonathan H. Huggins & Jeffrey W. Miller. (2024) Reproducible parameter inference using bagged posteriors. Electronic Journal of Statistics 18:1.
Crossref
Crossref
Matthew D. Koslovsky, Kelley Pettee Gabriel, Michael Businelle, David W. Wetter & Darla Kendzor. (2024) Dynamic Functional Variable Selection for Multimodal mHealth Data. Bayesian Analysis -1:-1.
Crossref
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Geir Storvik, Alfonso Diz-Lois Palomares, Solveig Engebretsen, Gunnar Øyvind Isaksson Rø, Kenth Engø-Monsen, Anja Bråthen Kristoffersen, Birgitte Freiesleben de Blasio & Arnoldo Frigessi. (2023) Storvik, Palomares, Engebretsen, Rø, Engø-Monsen, Kristoffersen, de Blasio and Frigessi's reply to the Discussion of ‘The Second Discussion Meeting on Statistical aspects of the Covid-19 Pandemic’. Journal of the Royal Statistical Society Series A: Statistics in Society 186:4, pages 653-658.
Crossref
Crossref
Siva Rajesh Kasa & Vaibhav Rajan. (2023) Avoiding inferior clusterings with misspecified Gaussian mixture models. Scientific Reports 13:1.
Crossref
Crossref
E. Dolera & E. Mainini. (2023) Lipschitz continuity of probability kernels in the optimal transport framework. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 59:4.
Crossref
Crossref
Youngsoo Baek, Wilkins Aquino & Sayan Mukherjee. (2023) Generalized Bayes approach to inverse problems with model misspecification. Inverse Problems 39:10, pages 105011.
Crossref
Crossref
Ruchira Ray, Marco Avella Medina & Cynthia Rush. (2023) Asymptotics for power posterior mean estimation. Asymptotics for power posterior mean estimation.
Tommaso Rigon, Amy H Herring & David B Dunson. (2023) A generalized Bayes framework for probabilistic clustering. Biometrika 110:3, pages 559-578.
Crossref
Crossref
Yahia Abdel-Aty, Mohamed Kayid & Ghadah Alomani. (2023) Generalized Bayes Prediction Study Based on Joint Type-II Censoring. Axioms 12:7, pages 716.
Crossref
Crossref
Arthur Lui, Juhee Lee, Peter F Thall, May Daher, Katy Rezvani & Rafet Basar. (2023) A Bayesian feature allocation model for identifying cell subpopulations using CyTOF data. Journal of the Royal Statistical Society Series C: Applied Statistics 72:3, pages 718-738.
Crossref
Crossref
Mike G. Tsionas. (2023) Joint production in stochastic non-parametric envelopment of data with firm-specific directions. European Journal of Operational Research 307:3, pages 1336-1347.
Crossref
Crossref
S. Wade. (2023) Bayesian cluster analysis. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 381:2247.
Crossref
Crossref
Yahia Abdel-Aty, Mohamed Kayid & Ghadah Alomani. (2023) Generalized Bayes Estimation Based on a Joint Type-II Censored Sample from K-Exponential Populations. Mathematics 11:9, pages 2190.
Crossref
Crossref
Andrea Scarinci, Umair bin Waheed, Chen Gu, Xiang Ren, Ben Mansour Dia, Sanlinn Kaka, Michael Fehler & Youssef Marzouk. (2023) Robust Bayesian moment tensor inversion with optimal transport misfits: layered medium approximations to the 3-D SEG-EAGE overthrust velocity model. Geophysical Journal International 234:2, pages 1169-1190.
Crossref
Crossref
Jeffrey W. Miller. (2023) Consistency of mixture models with a prior on the number of components. Dependence Modeling 11:1.
Crossref
Crossref
Pei-Shien Wu & Ryan Martin. (2023) A Comparison of Learning Rate Selection Methods in Generalized Bayesian Inference. Bayesian Analysis 18:1.
Crossref
Crossref
Alessandro Zito, Tommaso Rigon & David B. Dunson. (2022)
Inferring taxonomic placement from
DNA
barcoding aiding in discovery of new taxa
. Methods in Ecology and Evolution 14:2, pages 529-542.
Crossref
Crossref
Atlanta Chakraborty, David J. Nott, Christopher C. Drovandi, David T. Frazier & Scott A. Sisson. (2023) Modularized Bayesian analyses and cutting feedback in likelihood-free inference. Statistics and Computing 33:1.
Crossref
Crossref
Abhinav Gupta & Rao S. Govindaraju. (2023) Uncertainty quantification in watershed hydrology: Which method to use?. Journal of Hydrology 616, pages 128749.
Crossref
Crossref
Natalia Bochkina. 2023. Foundations of Modern Statistics. Foundations of Modern Statistics
355
380
.
Yonatan Kurniawan, Cody L. Petrie, Mark K. Transtrum, Ellad B. Tadmor, Ryan S. Elliott, Daniel S. Karls & Mingjian Wen. (2022) Extending OpenKIM with an Uncertainty Quantification Toolkit for Molecular Modeling. Extending OpenKIM with an Uncertainty Quantification Toolkit for Molecular Modeling.
Florian Privé, Julyan Arbel, Hugues Aschard & Bjarni J. Vilhjálmsson. (2022) Identifying and correcting for misspecifications in GWAS summary statistics and polygenic scores. Human Genetics and Genomics Advances 3:4, pages 100136.
Crossref
Crossref
Mingyung Kim, Eric T. Bradlow & Raghuram Iyengar. (2022) Selecting Data Granularity and Model Specification Using the Scaled Power Likelihood with Multiple Weights. Marketing Science 41:4, pages 848-866.
Crossref
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Yonatan Kurniawan, Cody L. Petrie, Kinamo J. WilliamsJr.Jr., Mark K. Transtrum, Ellad B. Tadmor, Ryan S. Elliott, Daniel S. Karls & Mingjian Wen. (2022) Bayesian, frequentist, and information geometric approaches to parametric uncertainty quantification of classical empirical interatomic potentials. The Journal of Chemical Physics 156:21.
Crossref
Crossref
Yang Liu & Robert J. B. Goudie. (2021) Stochastic approximation cut algorithm for inference in modularized Bayesian models. Statistics and Computing 32:1.
Crossref
Crossref
Reed Essick, Amanda Farah, Shanika Galaudage, Colm Talbot, Maya Fishbach, Eric Thrane & Daniel E. Holz. (2022) Probing Extremal Gravitational-wave Events with Coarse-grained Likelihoods. The Astrophysical Journal 926:1, pages 34.
Crossref
Crossref
Kevin McGoff, Sayan Mukherjee & Andrew B. Nobel. (2022) Gibbs posterior convergence and the thermodynamic formalism. The Annals of Applied Probability 32:1.
Crossref
Crossref
Isobel M. Romero-Shaw, Eric Thrane & Paul D. Lasky. (2022) When models fail: An introduction to posterior predictive checks and model misspecification in gravitational-wave astronomy. Publications of the Astronomical Society of Australia 39.
Crossref
Crossref
Miguel GonzálezCarmen Minuesa, Inés del PuertoAnand N. Vidyashankar. (2021) Robust Estimation in Controlled Branching Processes: Bayesian Estimators via Disparities. Bayesian Analysis 16:3.
Crossref
Crossref
Andrea Scarinci, Youssef Marzouk, Chen Gu, Michael Fehler, Umair bin Waheed, Sanlinn Kaka & Ben M. Dia. (2021) Transport Lagrangian misfit measures and velocity model uncertainty in Bayesian moment tensor inversion. Transport Lagrangian misfit measures and velocity model uncertainty in Bayesian moment tensor inversion.
Ruben Loaiza‐Maya, Gael M. Martin & David T. Frazier. (2021) Focused Bayesian prediction. Journal of Applied Econometrics 36:5, pages 517-543.
Crossref
Crossref
Lin Lin & Boris P Hejblum. (2020) Bayesian mixture models for cytometry data analysis. WIREs Computational Statistics 13:4.
Crossref
Crossref
Dionysis Manousakas & Cecilia Mascolo. (2021) β-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers. β-Cores: Robust Large-Scale Bayesian Data Summarization in the Presence of Outliers.
A.E. Allahverdyan. (2020) Observational nonidentifiability, generalized likelihood and free energy. International Journal of Approximate Reasoning 125, pages 118-138.
Crossref
Crossref
Keefe Murphy, Cinzia Viroli & Isobel Claire Gormley. (2020) Infinite Mixtures of Infinite Factor Analysers. Bayesian Analysis 15:3.
Crossref
Crossref
Larry Wasserman, Aaditya Ramdas & Sivaraman Balakrishnan. (2020) Universal inference. Proceedings of the National Academy of Sciences 117:29, pages 16880-16890.
Crossref
Crossref
Shintaro Hashimoto & Shonosuke Sugasawa. (2020) Robust Bayesian Regression with Synthetic Posterior Distributions. Entropy 22:6, pages 661.
Crossref
Crossref
Nhat Ho, XuanLong Nguyen & Ya’acov Ritov. (2020) Robust estimation of mixing measures in finite mixture models. Bernoulli 26:2.
Crossref
Crossref
D B Dunson & J E Johndrow. (2020) The Hastings algorithm at fifty. Biometrika 107:1, pages 1-23.
Crossref
Crossref
Erlis Ruli, Nicola Sartori & Laura Ventura. (2020) Robust approximate Bayesian inference. Journal of Statistical Planning and Inference 205, pages 10-22.
Crossref
Crossref
Daniel Andrade & Kenji Fukumizu. (2020) Disjunct support spike‐and‐slab priors for variable selection in regression under quasi‐sparseness. Stat 9:1.
Crossref
Crossref
Mike G. Tsionas. (2019) Robust Bayesian Inference in Stochastic Frontier Models. Journal of Risk and Financial Management 12:4, pages 183.
Crossref
Crossref
Kyoungjae Lee, Jaeyong Lee & Lizhen Lin. (2019) Minimax posterior convergence rates and model selection consistency in high-dimensional DAG models based on sparse Cholesky factors. The Annals of Statistics 47:6.
Crossref
Crossref
Min Ding, Jian Lin, Chen Gu, Qinghua Huang & Maria T. Zuber. (2019) Variations in Martian Lithospheric Strength Based on Gravity/Topography Analysis. Journal of Geophysical Research: Planets 124:11, pages 3095-3118.
Crossref
Crossref