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
Topology-driven goodness-of-fit tests in arbitrary dimensions Paweł DłotkoNiklas HellmerRafał Topolnicki Original Paper Open access 08 November 2023 Article: 34
Point process simulation of generalised hyperbolic Lévy processes Yaman KındapSimon Godsill Original Paper Open access 07 November 2023 Article: 33
Model-based clustering of multiple networks with a hierarchical algorithm Tabea Rebafka Original Paper 07 November 2023 Article: 32
Privacy-preserving and lossless distributed estimation of high-dimensional generalized additive mixed models Schalk DanielBischl BerndRügamer David Original Paper Open access 07 November 2023 Article: 31
Bayesian projection pursuit regression Gavin CollinsDevin FrancomKellin Rumsey Original Paper 04 November 2023 Article: 29
Representation and simulation of multivariate Dickman distributions and Vervaat perpetuities Michael GrabchakXingnan Zhang Original Paper 04 November 2023 Article: 28
Likelihood-free inference in state-space models with unknown dynamics Alexander AushevThong TranSamuel Kaski Original Paper Open access 03 November 2023 Article: 27
Cauchy robust principal component analysis with applications to high-dimensional data sets Aisha FayomiYannis PantazisAndrew T. A. Wood Original Paper Open access 02 November 2023 Article: 26
Multivariate and regression models for directional data based on projected Pólya trees Luis E. Nieto-Barajas Original Paper 02 November 2023 Article: 25
Bayesian tree-based heterogeneous mediation analysis with a time-to-event outcome Rongqian SunXinyuan Song Original Paper 01 November 2023 Article: 24
Modeling volatility for high-frequency data with rounding error: a nonparametric Bayesian approach Wanwan LiangBen WuBo Zhang Original Paper 01 November 2023 Article: 23
Functional diffusion maps M. BarrosoC. M. AlaízA. Fernández Original Paper Open access 01 November 2023 Article: 22
Efficient probabilistic reconciliation of forecasts for real-valued and count time series Lorenzo ZambonDario AzzimontiGiorgio Corani Original Paper Open access 01 November 2023 Article: 21
Dimension-independent spectral gap of polar slice sampling Daniel RudolfPhilip Schär Original Paper Open access 01 November 2023 Article: 20
A finite mixture model for multiple dependent competing risks with applications of automotive warranty claims data Deepak PrajapatiAyan PalDebasis Kundu Original Paper 31 October 2023 Article: 19
Correction to: Finite mixtures of quantile and M-quantile regression models Marco AlfòNicola SalvatiRanalli M. Giovanna Correction 31 October 2023 Article: 18
Comprehensive study of variational Bayes classification for dense deep neural networks Shrijita BhattacharyaZihuan LiuTapabrata Maiti Original Paper 30 October 2023 Article: 17
Power-law distribution in pieces: a semi-parametric approach with change point detection Pedro L. RamosNixon Jerez-LilloFrancisco Louzada Original Paper 30 October 2023 Article: 16
Fast and locally adaptive Bayesian quantile smoothing using calibrated variational approximations Takahiro OnizukaShintaro HashimotoShonosuke Sugasawa Original Paper 30 October 2023 Article: 15
Consistent causal inference from time series with PC algorithm and its time-aware extension Rahul BiswasSomabha Mukherjee Original Paper 28 October 2023 Article: 14
Variational inference for Bayesian bridge regression Carlos Tadeu Pagani ZaniniHelio S. MigonRonaldo Dias Original Paper 28 October 2023 Article: 13
Estimation of extreme quantiles from heavy-tailed distributions with neural networks Michaël AlloucheStéphane GirardEmmanuel Gobet Original Paper 28 October 2023 Article: 12
