A novel approach for parameter estimation of mixture of two Weibull distributions in failure data modeling Tianyu YanKai-Tai FangHong Yin Original Paper 14 November 2024 Article: 221
On periodic \(\log GARCH\) model with empirical application Abdelouahab BibiFayçal Hamdi Original Paper 13 November 2024 Article: 220
Kullback–Leibler divergence based multidimensional robust universal hypothesis testing Ufuk Bahçeci Original Paper 13 November 2024 Article: 219
Shrinkage priors via random imaginary data G. TzoumerkasD. Fouskakis Original Paper 13 November 2024 Article: 218
Fast adaptive Fourier integration for spectral densities of Gaussian processes Paul G. BeckmanChristopher J. Geoga Original Paper 11 November 2024 Article: 217
Correction: Unbiased and multilevel methods for a class of diffusions partially observed via marked point processes Miguel AlvarezAjay JasraHamza Ruzayqat Correction 11 November 2024 Article: 216
A Bayesian nonparametric approach for clustering functional trajectories over time Mingrui LiangMatthew D. KoslovskyMarina Vannucci Original Paper 11 November 2024 Article: 215
Fuzzy clustering with Barber modularity regularization Pierpaolo D’UrsoLivia De GiovanniVincenzina Vitale Original Paper Open access 08 November 2024 Article: 214
Continuity approximation in hybrid Bayesian networks structure learning Wanchuang ZhuNgoc Lan Chi Nguyen Original Paper 07 November 2024 Article: 213
Scale mixtures of multivariate centered skew-normal distributions João Victor B. de FreitasPascal BondonJuvêncio S. Nobre Original Paper 02 November 2024 Article: 212
The polytope of optimal approximate designs: extending the selection of informative experiments Radoslav HarmanLenka FilováSamuel Rosa Original Paper Open access 01 November 2024 Article: 211
The stochastic proximal distance algorithm Haoyu JiangJason Xu Original Paper 01 November 2024 Article: 210
On the application of Gaussian graphical models to paired data problems Saverio RanciatiAlberto Roverato Original Paper Open access 30 October 2024 Article: 209
Distributed additive hazards regression analysis of multi-site current status data without using individual-level data Peiyao HuangShuwei LiXinyuan Song Original Paper 30 October 2024 Article: 208
Implementation and analysis of GPU algorithms for Vecchia Approximation Zachary JamesJoseph Guinness Original Paper 28 October 2024 Article: 207
Flexible Bayesian modeling for longitudinal binary and ordinal responses Jizhou KangAthanasios Kottas Original Paper Open access 26 October 2024 Article: 206
Stab-GKnock: controlled variable selection for partially linear models using generalized knockoffs Han SuQingyang SunPanxu Yuan Original Paper 24 October 2024 Article: 205
Online prediction of extreme conditional quantiles via B-spline interpolation Zhengpin LiJian WangYanxi Hou Original Paper 21 October 2024 Article: 204
Functional autoencoder for smoothing and representation learning Sidi WuCédric BeaulacJiguo Cao Original Paper 19 October 2024 Article: 203
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
