Advance Publication | 2023
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Rajarshi Guhaniyogi, Cheng Li, Terrance Savitsky, Sanvesh Srivastava
Statist. Sci. Advance Publication, 1-23, (2023) DOI: 10.1214/22-STS868
KEYWORDS: Distributed Bayesian inference, Gaussian process, low-rank Gaussian process, massive spatial data, Wasserstein barycenter
Michael Greenacre, Eric Grunsky, John Bacon-Shone, Ionas Erb, Thomas Quinn
Statist. Sci. Advance Publication, 1-25, (2023) DOI: 10.1214/22-STS880
KEYWORDS: Box–Cox transformation, compositional modeling, correspondence analysis, isometry, logratio transformations, log-contrast, Principal Component Analysis, Procrustes analysis, subcompositional coherence
Gael M. Martin, David T. Frazier, Christian P. Robert
Statist. Sci. Advance Publication, 1-17, (2023) DOI: 10.1214/22-STS876
KEYWORDS: History of Bayesian computation, Laplace approximation, Metropolis–Hastings algorithm, importance sampling, Markov chain Monte Carlo, pseudo-marginal methods, Hamiltonian Monte Carlo, sequential Monte Carlo, approximate Bayesian methods
Patrick Bajari, Brian Burdick, Guido W. Imbens, Lorenzo Masoero, James McQueen, Thomas S. Richardson, Ido M. Rosen
Statist. Sci. Advance Publication, 1-19, (2023) DOI: 10.1214/23-STS883
KEYWORDS: Experimental design, Causal inference, online experimentation, multiple randomization designs, two-sided marketplaces
Paul R. Rosenbaum
Statist. Sci. Advance Publication, 1-18, (2023) DOI: 10.1214/23-STS882
KEYWORDS: Causal inference, detecting bias, observational study, sensitivity analysis
Patrizia Berti, Emanuela Dreassi, Fabrizio Leisen, Luca Pratelli, Pietro Rigo
Statist. Sci. Advance Publication, 1-15, (2023) DOI: 10.1214/23-STS884
KEYWORDS: Bayesian inference, conditional identity in distribution, exchangeability, predictive distribution, sequential predictions, stationarity
Gael M. Martin, David T. Frazier, Christian P. Robert
Statist. Sci. Advance Publication, 1-26, (2023) DOI: 10.1214/22-STS875
KEYWORDS: Approximate Bayesian inference, intractable Bayesian problems, Approximate Bayesian Computation, Bayesian synthetic likelihood, variational Bayes, Integrated nested Laplace approximation
Dag Tjøstheim, Martin Jullum, Anders Løland
Statist. Sci. Advance Publication, 1-29, (2023) DOI: 10.1214/22-STS881
KEYWORDS: Statistical embedding, principal component, nonlinear principal component, multidimensional scaling, local linear method, ISOMAP, graph spectral theory, diffusion mapping, ‎reproducing kernel Hilbert ‎space, random projection, topological data analysis and embedding, Persistent homology, persistence diagram, the Mapper, network embedding, spectral embedding, stochastic block modeling, Skip-Gram, neighborhood sampling strategies, visualization, t-SNE, LargeVis, UMAP
Rhonda J. Rosychuk
Statist. Sci. Advance Publication, 1-11, (2023) DOI: 10.1214/22-STS877 Open Access
KEYWORDS: University of Waterloo, Statistical Society of Canada, Canadian Statistical Sciences Institute, sampling theory, survey methodology, Estimation theory, Stochastic processes
Sam Behseta, Robert E. Kass
Statist. Sci. Advance Publication, 1-17, (2023) DOI: 10.1214/22-STS878 Open Access
KEYWORDS: Statistical training, History of statistics, University of Chicago, academic life, statistical narrative
Olli Saarela, David A. Stephens, Erica E. M. Moodie
Statist. Sci. Advance Publication, 1-17, (2023) DOI: 10.1214/22-STS879 Open Access
KEYWORDS: Bayesian inference, Causal inference, confounding, exchangeability, posterior predictive inference
Sandy Zabell
Statist. Sci. Advance Publication, 1-18, (2023) DOI: 10.1214/22-STS870 Open Access
KEYWORDS: I. J. Good, Alan Turing, Bayesian statistics, Bletchley Park, cryptanalysis, Enigma machine, Banburismus, deciban, weight of evidence, Tunny
Lorenzo Masoero, Emma Thomas, Giovanni Parmigiani, Svitlana Tyekucheva, Lorenzo Trippa
Statist. Sci. Advance Publication, 1-14, (2023) DOI: 10.1214/22-STS871
KEYWORDS: clustering, replicability, multiple studies
Kosuke Imai, Zhichao Jiang
Statist. Sci. Advance Publication, 1-12, (2023) DOI: 10.1214/22-STS872
KEYWORDS: Algorithmic fairness, Causal inference, potential outcomes, Principal stratification
Yulia R. Gel, Edsel A. Peña, Huixia Judy Wang
Statist. Sci. Advance Publication, 1-13, (2023) DOI: 10.1214/22-STS873 Open Access
KEYWORDS: Distance correlation, energy of data, Lukacs Professorship, negative probability, uncertainty principle of games
Vladimir Vovk, Ruodu Wang
Statist. Sci. Advance Publication, 1-26, (2023) DOI: 10.1214/22-STS874
KEYWORDS: Hypothesis testing, multiple hypothesis testing, Bayes factor, discovery vector, discovery matrix
Linda S. L. Tan
Statist. Sci. Advance Publication, 1-22, (2023) DOI: 10.1214/22-STS867
KEYWORDS: Data augmentation, state space model, stochastic volatility model, EM algorithm, reparametrization, Markov chain Monte Carlo, ancillarity-sufficiency interweaving strategy
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