Certified coordinate selection for high-dimensional Bayesian inversion with Laplace prior Rafael FlockYiqiu DongOlivier Zahm Original Paper Open access 15 June 2024 Article: 134
Poisson subsampling-based estimation for growing-dimensional expectile regression in massive data Xiaoyan LiXiaochao XiaZhimin Zhang Original Paper 15 June 2024 Article: 133
Efficient estimation and correction of selection-induced bias with order statistics Yann McLatchieAki Vehtari Original Paper Open access 12 June 2024 Article: 132
Bias-reduced and variance-corrected asymptotic Gaussian inference about extreme expectiles Abdelaati DaouiaGilles StupflerAntoine Usseglio-Carleve Original Paper 07 June 2024 Article: 130
Jittering and clustering: strategies for the construction of robust designs Douglas P. Wiens Original Paper 04 June 2024 Article: 129
Testing the goodness-of-fit of the stable distributions with applications to German stock index data and Bitcoin cryptocurrency data Ruhul Ali KhanAyan PalDebasis Kundu Original Paper 03 June 2024 Article: 128
Optimization of the generalized covariance estimator in noncausal processes Gianluca CubaddaFrancesco GiancateriniJoann Jasiak Original Paper Open access 31 May 2024 Article: 127
Insufficient Gibbs sampling Antoine LucianoChristian P. RobertRobin J. Ryder Original Paper 31 May 2024 Article: 126
A modified EM-type algorithm to estimate semi-parametric mixtures of non-parametric regressions Sphiwe B. SkhosanaSalomon M. MillardFrans H. J. Kanfer Original Paper Open access 29 May 2024 Article: 125
Generalized fused Lasso for grouped data in generalized linear models Mineaki Ohishi Original Paper Open access 25 May 2024 Article: 124
Type I Tobit Bayesian Additive Regression Trees for censored outcome regression Eoghan O’Neill Original Paper Open access 24 May 2024 Article: 123
Group sparse structural smoothing recovery: model, statistical properties and algorithm Zuoxun TanHu Yang Original Paper 23 May 2024 Article: 122
Robust multipe imputation with GAM Matthias Templ Original Paper Open access 22 May 2024 Article: 121
Fused lasso nearly-isotonic signal approximation in general dimensions Vladimir Pastukhov Original Paper Open access 22 May 2024 Article: 120
Bayesian cross-validation by parallel Markov chain Monte Carlo Alex CooperAki VehtariLauren Kennedy Original Paper Open access 21 May 2024 Article: 119