A fast and accurate numerical method for the left tail of sums of independent random variables Nadhir Ben RachedHåkon HoelJohannes Vincent Meo Original Paper Open access 19 October 2024 Article: 202
Robust variable selection for partially linear additive models Graciela BoenteAlejandra Mercedes Martínez Original Paper 17 October 2024 Article: 201
Efficient estimation of expected information gain in Bayesian experimental design with multi-index Monte Carlo Xinting DuHejin Wang Original Paper 17 October 2024 Article: 200
Optimal orthogonal designs for experiments with four-level and two-level factors Alexandre BohynEric D. SchoenPeter Goos Original Paper 17 October 2024 Article: 199
Unbiased and multilevel methods for a class of diffusions partially observed via marked point processes Miguel AlvarezAjay JasraHamza Ruzayqat Original Paper 15 October 2024 Article: 198
Double-loop importance sampling for McKean–Vlasov stochastic differential equation Nadhir Ben RachedAbdul-Lateef Haji-AliRaúl Tempone Original Paper Open access 12 October 2024 Article: 197
Tuning diagonal scale matrices for HMC Jimmy Huy TranTore Selland Kleppe Original Paper Open access 09 October 2024 Article: 196
Clustering validation by distribution hypothesis learning Ariel E. BayáMónica G. Larese Original Paper 09 October 2024 Article: 195
Deep neural networks for variable selection of higher-order nonparametric spatial autoregressive model Jie LiYunquan SongLing Jian Original Paper 07 October 2024 Article: 194
Adaptive sufficient sparse clustering by controlling false discovery Zihao YuanJiaqing ChenYangxin Huang Original Paper 07 October 2024 Article: 193
Independence test via mutual information in the presence of measurement errors Guoliang FanXilin ZhangLiping Zhu Original Paper 02 October 2024 Article: 192
Supervised learning via ensembles of diverse functional representations: the functional voting classifier Donato RiccioFabrizio MaturoElvira Romano Original Paper 28 September 2024 Article: 191
Core-elements for large-scale least squares estimation Mengyu LiJun YuCheng Meng Original Paper 28 September 2024 Article: 190
IDGM: an approach to estimate the graphical model of interval-valued data Qiying WuHuiwen WangShan Lu Original Paper 27 September 2024 Article: 189
Support vector machine in big data: smoothing strategy and adaptive distributed inference Kangning WangJin LiuXiaofei Sun Original Paper 26 September 2024 Article: 188
Distributed hypothesis testing for large dimensional two-sample mean vectors Lu YanJiang HuLixiu Wu Original Paper 23 September 2024 Article: 187
Improving tree probability estimation with stochastic optimization and variance reduction Tianyu XieMusu YuanCheng Zhang Original Paper 23 September 2024 Article: 186
Natural gradient hybrid variational inference with application to deep mixed models Weiben ZhangMichael SmithRubén Loaiza-Maya Original Paper Open access 21 September 2024 Article: 185
Sequential model identification with reversible jump ensemble data assimilation method Yue HuanHai Xiang Lin Original Paper Open access 18 September 2024 Article: 184
Accelerated failure time models with error-prone response and nonlinear covariates Li-Pang Chen Original Paper 18 September 2024 Article: 183
Hidden Markov models for multivariate panel data Mackenzie R. NealAlexa A. SochaniwskyPaul D. McNicholas Original Paper 18 September 2024 Article: 182
Shrinkage for extreme partial least-squares Julyan ArbelStéphane GirardHadrien Lorenzo Original Paper 17 September 2024 Article: 181
Nonconvex Dantzig selector and its parallel computing algorithm Jiawei WenSongshan YangDelin Zhao Original Paper 16 September 2024 Article: 180
Correction to: The COR criterion for optimal subset selection in distributed estimation Guangbao GuoHaoyue SongLixing Zhu Correction 16 September 2024 Article: 179
Robust singular value decomposition with application to video surveillance background modelling Subhrajyoty RoyAbhik GhoshAyanendranath Basu Original Paper 11 September 2024 Article: 178
Optimal confidence interval for the difference between proportions Almog PeerDavid Azriel Original Paper 02 September 2024 Article: 177
New forest-based approaches for sufficient dimension reduction Shuang DaiPing WuZhou Yu Original Paper 30 August 2024 Article: 176
A comprehensive comparison of goodness-of-fit tests for logistic regression models Huiling LiuXinmin LiHua Liang Original Paper 30 August 2024 Article: 175
SB-ETAS: using simulation based inference for scalable, likelihood-free inference for the ETAS model of earthquake occurrences Samuel StockmanDaniel J. LawsonMaximilian J. Werner Original Paper Open access 29 August 2024 Article: 174
Sparse Bayesian learning using TMB (Template Model Builder) Ingvild M. HelgøyHans J. SkaugYushu Li Original Paper Open access 28 August 2024 Article: 173
A new maximum mean discrepancy based two-sample test for equal distributions in separable metric spaces Bu ZhouZhi Peng OngJin-Ting Zhang Original Paper 25 August 2024 Article: 172
Wasserstein principal component analysis for circular measures Mario BerahaMatteo Pegoraro Original Paper Open access 24 August 2024 Article: 171
Individualized causal mediation analysis with continuous treatment using conditional generative adversarial networks Cheng HuanXinyuan SongHongwei Yuan Original Paper Open access 23 August 2024 Article: 170
Correction to: R-VGAL: a sequential variational Bayes algorithm for generalised linear mixed models Bao Anh VuDavid GunawanAndrew Zammit-Mangion Correction Open access 21 August 2024 Article: 169
Taming numerical imprecision by adapting the KL divergence to negative probabilities Simon PfahlerPeter GeorgTilo Wettig Original Paper Open access 13 August 2024 Article: 168
A Bayesian approach to modeling finite element discretization error Anne PootPierre KerfridenFrans van der Meer Original Paper Open access 09 August 2024 Article: 167
AR-ADASYN: angle radius-adaptive synthetic data generation approach for imbalanced learning Hyejoon ParkHyunjoong Kim Original Paper 08 August 2024 Article: 166
Roughness regularization for functional data analysis with free knots spline estimation Anna De MagistrisValentina De SimoneGerardo Toraldo Original Paper Open access 08 August 2024 Article: 165
Learning variational autoencoders via MCMC speed measures Marcel HirtVasileios KreouzisPetros Dellaportas Original Paper Open access 06 August 2024 Article: 164
The COR criterion for optimal subset selection in distributed estimation Guangbao GuoHaoyue SongLixing Zhu Original Paper 02 August 2024 Article: 163
Detection of spatiotemporal changepoints: a generalised additive model approach Michael J. HollawayRebecca Killick Original Paper Open access 01 August 2024 Article: 162
Distributed subsampling for multiplicative regression Xiaoyan LiXiaochao XiaZhimin Zhang Original Paper 01 August 2024 Article: 161
High-dimensional missing data imputation via undirected graphical model Yoonah LeeSeongoh Park Original Paper 01 August 2024 Article: 160
A Mallows-type model averaging estimator for ridge regression with randomly right censored data Jie ZengGuozhi HuWeihu Cheng Original Paper 29 July 2024 Article: 159
Byzantine-robust and efficient distributed sparsity learning: a surrogate composite quantile regression approach Canyi ChenZhengtian Zhu Original Paper 22 July 2024 Article: 158
ForLion: a new algorithm for D-optimal designs under general parametric statistical models with mixed factors Yifei HuangKeren LiJie Yang Original Paper 18 July 2024 Article: 157
Optimal designs for nonlinear mixed-effects models using competitive swarm optimizer with mutated agents Elvis Han CuiZizhao ZhangWeng Kee Wong Original Paper 17 July 2024 Article: 156
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection Louis OhlPierre-Alexandre MatteiFrédéric Precioso Original Paper 17 July 2024 Article: 155
A mixture of experts regression model for functional response with functional covariates Jean Steve Tamo TchomguiJulien JacquesStéphane Chretien Original Paper 11 July 2024 Article: 154
Correction to: Explainable generalized additive neural networks with independent neural network training Ines Ortega-FernandezMarta SesteloNora M. Villanueva Correction Open access 08 July 2024 Article: 153