Contemporary Bayesian Prediction
VOL. 40 · NO. 1 | 2025
 
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Frontmatter
Statist. Sci. 40 (1), (2025)
No abstract available
Statist. Sci. 40 (1), (2025)
No abstract available
Articles
Bertrand Clarke, Pietro Rigo
Statist. Sci. 40 (1), 1-2, (2025) DOI: 10.1214/24-STS963
No abstract available
Bertrand Clarke, Yuling Yao
Statist. Sci. 40 (1), 3-24, (2025) DOI: 10.1214/24-STS951 Open Access
KEYWORDS: predictive density, Calibration, validation, predictor selection, predictor evaluation, Bayes rule, Ionescu Tulcea theorem, decision theory, prequential, model average, median model, streaming data
Patrizia Berti, Emanuela Dreassi, Fabrizio Leisen, Luca Pratelli, Pietro Rigo
Statist. Sci. 40 (1), 25-39, (2025) DOI: 10.1214/23-STS884
KEYWORDS: Bayesian inference, conditional identity in distribution, exchangeability, predictive distribution, sequential predictions, stationarity
Sandra Fortini, Sonia Petrone
Statist. Sci. 40 (1), 40-67, (2025) DOI: 10.1214/24-STS965
KEYWORDS: Bayesian foundations, predictive characterizations, Bayesian nonparametrics, predictive sufficiency, Partial exchangeability, recursive algorithms
Blake Moya, Stephen G. Walker
Statist. Sci. 40 (1), 68-80, (2025) DOI: 10.1214/23-STS914
KEYWORDS: martingale, missing future data, multistep forecasting, score function
Sara Wade, Vanda Inácio
Statist. Sci. 40 (1), 81-108, (2025) DOI: 10.1214/24-STS966
KEYWORDS: density regression, dependent Dirichlet process, mixture of experts, Nonparametric regression, stick-breaking representation
Matthew C. Johnson, Mike West
Statist. Sci. 40 (1), 109-127, (2025) DOI: 10.1214/24-STS954
KEYWORDS: Bayesian predictive synthesis, density forecast combination, forecaster dependence, forecasting, Forecast calibration, generalized opinion pools, model combination, model set incompleteness, time series prediction
Yann McLatchie, Sölvi Rögnvaldsson, Frank Weber, Aki Vehtari
Statist. Sci. 40 (1), 128-147, (2025) DOI: 10.1214/24-STS949 Open Access
KEYWORDS: Bayesian model selection, cross-validation, projection predictive inference
Vladimir Vovk, Glenn Shafer
Statist. Sci. 40 (1), 148-166, (2025) DOI: 10.1214/23-STS903 Open Access
KEYWORDS: A. Philip Dawid, Biography, Bayesian statistics, prequential statistics, causality, University College London
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