A general procedure for change-point detection in multivariate time series Mamadou Lamine DiopWilliam Kengne Original Paper 21 July 2022 Pages: 1 - 33
Analysis of zero-and-one inflated bounded count time series with applications to climate and crime data Yao KangShuhui WangFukang Zhu Original Paper 10 August 2022 Pages: 34 - 73
On a new concept of stochastic domination and the laws of large numbers Lê Vǎn Thành Original Paper 15 August 2022 Pages: 74 - 106
Understanding complex predictive models with ghost variables Pedro DelicadoDaniel Peña Original Paper Open access 24 August 2022 Pages: 107 - 145
Robust censored regression with \(\ell _1\)-norm regularization Jad BeyhumIngrid Van Keilegom Original Paper 25 August 2022 Pages: 146 - 162
Homogeneity tests for one-way models with dependent errors under correlated groups Yuichi GotoKoichi ArakakiMasanobu Taniguchi Original Paper 02 September 2022 Pages: 163 - 183
Correct specification of design matrices in linear mixed effects models: tests with graphical representation Jakob PeterlinNataša KejžarRok Blagus Original Paper Open access 08 September 2022 Pages: 184 - 210
Some parametric tests based on sample spacings Rahul SinghNeeraj Misra Original Paper 16 September 2022 Pages: 211 - 231
Specification testing of partially linear single-index models: a groupwise dimension reduction-based adaptive-to-model approach Junmin LiuDeli ZhuXuehu Zhu Original Paper 17 September 2022 Pages: 232 - 262
On coregionalized multivariate Gaussian Markov random fields: construction, parameterization, and Bayesian estimation and inference Ying C. MacNab Original Paper 23 September 2022 Pages: 263 - 293
Criterion constrained Bayesian hierarchical models Qingying ZongJonathan R. Bradley Original Paper 05 October 2022 Pages: 294 - 320
On functional logistic regression: some conceptual issues José R. BerrenderoBeatriz Bueno-LarrazAntonio Cuevas Original Paper Open access 31 October 2022 Pages: 321 - 349
A data-driven reversible jump for estimating a finite mixture of regression models Gustavo Alexis SabillónLuiz Gabriel Fernandes CotrimDaiane Aparecida Zuanetti Original Paper 31 October 2022 Pages: 350 - 369
Nonequivalence of two least-absolute-deviation estimators for mediation effects WenWu WangPing Yu Original Paper 09 November 2022 Pages: 370 - 387
Sparse overlapped linear discriminant analysis Youssef AnzarmouAbdallah MkhadriKarim Oualkacha Original Paper 24 November 2022 Pages: 388 - 417
Bandwidth selection for statistical matching and prediction Inés BarbeitoRicardo CaoStefan Sperlich Original Paper Open access 10 December 2022 Pages: 418 - 446
Block-diagonal test for high-dimensional covariance matrices Jiayu LaiXiaoyi WangShurong Zheng Original paper 26 December 2022 Pages: 447 - 466