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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
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
Quantile ratio regression Alessio FarcomeniMarco Geraci Original Paper Open access 14 March 2024 Article: 94
Robust score matching for compositional data Janice L. ScealyKassel L. HingeeAndrew T. A. Wood Original Paper Open access 13 March 2024 Article: 93
Quantile generalized measures of correlation Xinyu ZhangHongwei ShiXu Guo Original Paper 12 March 2024 Article: 92
Bayesian variable selection for matrix autoregressive models Alessandro CelaniPaolo PagnottoniGalin Jones Original Paper Open access 11 March 2024 Article: 91
Large-scale correlation screening under dependence for brain functional connectivity network inference Hanâ LbathAlexander PetersenSophie Achard Original Paper 09 March 2024 Article: 90
Multiple-output quantile regression neural network Ruiting HaoXiaorong Yang Original Paper 08 March 2024 Article: 89
Estimation of regime-switching diffusions via Fourier transforms Thomas Lux Original Paper Open access 05 March 2024 Article: 88
Total effects with constrained features Emanuele BorgonovoElmar PlischkeClémentine Prieur Original Paper Open access 05 March 2024 Article: 87
High-dimensional sparse single–index regression via Hilbert–Schmidt independence criterion Xin ChenChang DengJia Zhang Original Paper 27 February 2024 Article: 86
Improvements on scalable stochastic Bayesian inference methods for multivariate Hawkes process Alex Ziyu JiangAbel Rodriguez Original Paper 27 February 2024 Article: 85
Maximum likelihood estimation of log-concave densities on tree space Yuki TakazawaTomonari Sei Original Paper Open access 23 February 2024 Article: 84
Do applied statisticians prefer more randomness or less? Bootstrap or Jackknife? Yannis G. Yatracos Original Paper 22 February 2024 Article: 83
Forward stability and model path selection Nicholas KisselLucas Mentch Original Paper Open access 20 February 2024 Article: 82
Clustering longitudinal ordinal data via finite mixture of matrix-variate distributions Francesco AmatoJulien JacquesIsabelle Prim-Allaz Original Paper 17 February 2024 Article: 81