Spike and slab Bayesian sparse principal component analysis Yu-Chien Bo NingNing Ning Original Paper 13 May 2024 Article: 118
A general model-checking procedure for semiparametric accelerated failure time models Dongrak ChoiWoojung BaeSangwook Kang Original Paper 07 May 2024 Article: 117
A flexible Bayesian tool for CoDa mixed models: logistic-normal distribution with Dirichlet covariance Joaquín Martínez-MinayaHaavard Rue Original Paper Open access 16 April 2024 Article: 116
A communication-efficient, online changepoint detection method for monitoring distributed sensor networks Ziyang YangIdris A. EckleyPaul Fearnhead Original Paper Open access 14 April 2024 Article: 115
Parsimonious consensus hierarchies, partitions and fuzzy partitioning of a set of hierarchies Ilaria BombelliMaurizio Vichi Original Paper Open access 12 April 2024 Article: 114
Correction to: Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm Marion NaveauGuillaume Kon Kam KingMaud Delattre Correction 08 April 2024 Article: 113
Screen then select: a strategy for correlated predictors in high-dimensional quantile regression Xuejun JiangYakun LiangHaofeng Wang Original Paper 08 April 2024 Article: 112
Reversed particle filtering for hidden markov models Frank RotirotiStephen G. Walker Original Paper 08 April 2024 Article: 111
R-VGAL: a sequential variational Bayes algorithm for generalised linear mixed models Bao Anh VuDavid GunawanAndrew Zammit-Mangion Original Paper Open access 06 April 2024 Article: 110
Automated generation of initial points for adaptive rejection sampling of log-concave distributions Jonathan James Original Paper 05 April 2024 Article: 109
Parsimonious ultrametric Gaussian mixture models Carlo CavicchiaMaurizio VichiGiorgia Zaccaria Original Paper Open access 01 April 2024 Article: 108
Stochastic three-term conjugate gradient method with variance technique for non-convex learning Chen OuyangChenkaixiang LuYiyan Jiang Original Paper 27 March 2024 Article: 107
Novel sampling method for the von Mises–Fisher distribution Seungwoo KangHee-Seok Oh Original Paper 26 March 2024 Article: 106
Variable selection using axis-aligned random projections for partial least-squares regression Youwu LinXin ZengKok Lay Teo Original Paper 23 March 2024 Article: 105
Generalized spherical principal component analysis Sarah LeyderJakob RaymaekersTim Verdonck Original Paper 23 March 2024 Article: 104
An expectile computation cookbook Abdelaati DaouiaGilles StupflerAntoine Usseglio-Carleve Original Paper 23 March 2024 Article: 103
Simultaneous estimation and variable selection for a non-crossing multiple quantile regression using deep neural networks Jungmin ShinSeunghyun GwakSungwan Bang Original Paper 22 March 2024 Article: 102
Resampling-based confidence intervals and bands for the average treatment effect in observational studies with competing risks Jasmin RühlSarah Friedrich Original Paper Open access 21 March 2024 Article: 101
Improving model choice in classification: an approach based on clustering of covariance matrices David Rodríguez-VítoresCarlos Matrán Original Paper Open access 19 March 2024 Article: 100
A constant-per-iteration likelihood ratio test for online changepoint detection for exponential family models Kes WardGaetano RomanoPaul Fearnhead Original Paper Open access 19 March 2024 Article: 99
Functional mixtures-of-experts Faïcel ChamroukhiNhat Thien PhamGeoffrey J. McLachlan Original Paper Open access 18 March 2024 Article: 98
Expectile and M-quantile regression for panel data Ian Meneghel DanileviczValdério Anselmo ReisenPascal Bondon Original Paper 17 March 2024 Article: 97
Doubly robust estimation of optimal treatment regimes for survival data using an instrumental variable Xia JunwenZhan ZishuZhang Jingxiao Original Paper 16 March 2024 Article: 96
Matrix regression heterogeneity analysis Fengchuan ZhangSanguo ZhangMingyang Ren Original Paper 16 March 2024 Article: 95