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Clustering longitudinal ordinal data via finite mixture of matrix-variate distributions Francesco AmatoJulien JacquesIsabelle Prim-Allaz Original Paper 17 February 2024 Article: 81
The minimum covariance determinant estimator for interval-valued data Wan TianZhongfeng Qin Original Paper 17 February 2024 Article: 80
Enmsp: an elastic-net multi-step screening procedure for high-dimensional regression Yushan XueJie RenBin Yang Original Paper 16 February 2024 Article: 79
Bayesian parameter inference for partially observed stochastic volterra equations Ajay JasraHamza RuzayqatAmin Wu Original Paper 14 February 2024 Article: 78
Subsampling approach for least squares fitting of semi-parametric accelerated failure time models to massive survival data Zehan YangHaiYing WangJun Yan Original Paper 14 February 2024 Article: 77
New mixed portmanteau tests for time series models Esam Mahdi Original Paper 12 February 2024 Article: 76
COMBSS: best subset selection via continuous optimization Sarat MokaBenoit LiquetSamuel Muller Original Paper Open access 12 February 2024 Article: 75
A robust quantile regression for bounded variables based on the Kumaraswamy Rectangular distribution Matheus CastroCaio AzevedoJuvêncio Nobre Original Paper 10 February 2024 Article: 74
A reliable data-based smoothing parameter selection method for circular kernel estimation Jose Ameijeiras-Alonso Original Paper Open access 07 February 2024 Article: 73
Fast generation of exchangeable sequences of clusters data Keith LevinBrenda Betancourt Original Paper 07 February 2024 Article: 72
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences Carlos EchegoyenAritz PérezMaría Dolores Ugarte Original Paper Open access 05 February 2024 Article: 71
Global–local shrinkage multivariate logit-beta priors for multiple response-type data Hongyu WuJonathan R. Bradley Original Paper 03 February 2024 Article: 70
Kent feature embedding for classification of compositional data with zeros Shan LuWenjing WangRong Guan Original Paper 31 January 2024 Article: 69
The sparse dynamic factor model: a regularised quasi-maximum likelihood approach Luke MosleyTak-Shing T. ChanAlex Gibberd Original Paper Open access 22 January 2024 Article: 68
Variational Bayesian analysis of survival data using a log-logistic accelerated failure time model Chengqian XianCamila P. E. de SouzaRenfang Tian Original Paper 18 January 2024 Article: 67
Expectile hidden Markov regression models for analyzing cryptocurrency returns Beatrice ForoniLuca MerloLea Petrella Original Paper 13 January 2024 Article: 66
Efficient exponential tilting with applications Cheng-Der FuhChuan-Ju Wang Original Paper 13 January 2024 Article: 65
Nonparametric Bayesian online change point detection using kernel density estimation with nonparametric hazard function Naruesorn PrabponKitakorn HomsudPat Vatiwutipong Original Paper 12 January 2024 Article: 63
Maximum likelihood estimation for discrete latent variable models via evolutionary algorithms Luca BrusaFulvia PennoniFrancesco Bartolucci Original Paper Open access 10 January 2024 Article: 62
NuZZ: Numerical Zig-Zag for general models Filippo PaganiAugustin ChevallierSimon Cotter Original Paper Open access 05 January 2024 Article: 61
On the f-divergences between densities of a multivariate location or scale family Frank NielsenKazuki Okamura Original Paper 05 January 2024 Article: 60
Accelerated gradient methods for sparse statistical learning with nonconvex penalties Kai YangMasoud AsgharianSahir Bhatnagar Original Paper 02 January 2024 Article: 59
Estimation of a likelihood ratio ordered family of distributions Alexandre MöschingLutz Dümbgen Original Paper Open access 31 December 2023 Article: 58
Detecting and diagnosing prior and likelihood sensitivity with power-scaling Noa KallioinenTopi PaananenAki Vehtari Original Paper Open access 31 December 2023 Article: 57
A multivariate heavy-tailed integer-valued GARCH process with EM algorithm-based inference Yuhyeong JangRaanju R. SundararajanWagner Barreto-Souza Original Paper Open access 28 December 2023 Article: 56
A robust model-based clustering based on the geometric median and the median covariation matrix Antoine Godichon-BaggioniStéphane Robin Original Paper 20 December 2023 Article: 55
Identifiability of discrete input–output hidden Markov models with external signals Étienne DavidJean BellotLuc Lehéricy Original Paper 20 December 2023 Article: 54
Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm Marion NaveauGuillaume Kon Kam KingMaud Delattre Original Paper 18 December 2023 Article: 53
ECOPICA: empirical copula-based independent component analysis Hung-Kai PiMei-Hui GuoShih-Feng Huang Original Paper 13 December 2023 Article: 52
Likelihood-based surrogate dimension reduction Linh H. NghiemFrancis K. C. HuiA. H. Welsh Original Paper Open access 12 December 2023 Article: 51
Generalised likelihood profiles for models with intractable likelihoods David J. WarneOliver J. MaclarenChristopher Drovandi Original Paper 28 November 2023 Article: 50
A generalized expectation model selection algorithm for latent variable selection in multidimensional item response theory models Laixu ShangQian-Zhen ZhengMan-Lai Tang Original Paper 25 November 2023 Article: 49
Randomized time Riemannian Manifold Hamiltonian Monte Carlo Peter A. WhalleyDaniel PaulinBenedict Leimkuhler Original Paper Open access 24 November 2023 Article: 48
Randomized self-updating process for clustering large-scale data Shang-Ying ShiuYen-Shiu ChinTing-Li Chen Original Paper 24 November 2023 Article: 47
Clusterwise multivariate regression of mixed-type panel data Jan VávraArnošt KomárekGertraud Malsiner-Walli Original Paper 22 November 2023 Article: 46
Stochastic variational inference for GARCH models Hanwen XuanLuca MaestriniClara Grazian Original Paper 21 November 2023 Article: 45
Bootstrapping multiple systems estimates to account for model selection Bernard W. SilvermanLax ChanKyle Vincent Original Paper Open access 21 November 2023 Article: 44
Renewable composite quantile method and algorithm for nonparametric models with streaming data Yan ChenShuixin FangLu Lin Original Paper 17 November 2023 Article: 43
Biclustering multivariate discrete longitudinal data M. AlfóM. F. MarinoF. Martella Original Paper Open access 17 November 2023 Article: 42
Off-policy evaluation for tabular reinforcement learning with synthetic trajectories Weiwei WangYuqiang LiXianyi Wu Original Paper 17 November 2023 Article: 41
Heterogeneous analysis for clustered data using grouped finite mixture models Chunhui LiangWenqing Ma Original Paper 15 November 2023 Article: 40
Doubly robust estimation and robust empirical likelihood in generalized linear models with missing responses Liugen Xue Original Paper 14 November 2023 Article: 39
Pareto-efficient designs for multi- and mixed-level supersaturated designs Rakhi Singh Original Paper 11 November 2023 Article: 38
A data-adaptive dimension reduction for functional data via penalized low-rank approximation Yeonjoo ParkHee-Seok OhYaeji Lim Original Paper 08 November 2023 Article: 36
Online estimation and community detection of network point processes for event streams Guanhua FangOwen G. WardTian Zheng Original Paper 08 November 2023 Article: 35