1. A general procedure for change-point detection in multivariate time series

   • Mamadou Lamine Diop
   • William Kengne

   Original Paper 21 July 2022 Pages: 1 - 33

   

2. Analysis of zero-and-one inflated bounded count time series with applications to climate and crime data

   • Yao Kang
   • Shuhui Wang
   • Fukang Zhu

   Original Paper 10 August 2022 Pages: 34 - 73

   

3. On a new concept of stochastic domination and the laws of large numbers

   • Lê Vǎn Thành

   Original Paper 15 August 2022 Pages: 74 - 106

4. Understanding complex predictive models with ghost variables

   • Pedro Delicado
   • Daniel Peña

   Original Paper Open access 24 August 2022 Pages: 107 - 145

   

5. Robust censored regression with \(\ell _1\)-norm regularization

   • Jad Beyhum
   • Ingrid Van Keilegom

   Original Paper 25 August 2022 Pages: 146 - 162

   

6. Homogeneity tests for one-way models with dependent errors under correlated groups

   • Yuichi Goto
   • Koichi Arakaki
   • Masanobu Taniguchi

   Original Paper 02 September 2022 Pages: 163 - 183

   

7. Correct specification of design matrices in linear mixed effects models: tests with graphical representation

   • Jakob Peterlin
   • Nataša Kejžar
   • Rok Blagus

   Original Paper Open access 08 September 2022 Pages: 184 - 210

   

8. Some parametric tests based on sample spacings

   • Rahul Singh
   • Neeraj Misra

   Original Paper 16 September 2022 Pages: 211 - 231

   

9. Specification testing of partially linear single-index models: a groupwise dimension reduction-based adaptive-to-model approach

   • Junmin Liu
   • Deli Zhu
   • Xuehu Zhu

   Original Paper 17 September 2022 Pages: 232 - 262

   

10. 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

    

11. Criterion constrained Bayesian hierarchical models

    • Qingying Zong
    • Jonathan R. Bradley

    Original Paper 05 October 2022 Pages: 294 - 320

    

12. On functional logistic regression: some conceptual issues

    • José R. Berrendero
    • Beatriz Bueno-Larraz
    • Antonio Cuevas

    Original Paper Open access 31 October 2022 Pages: 321 - 349

    

13. A data-driven reversible jump for estimating a finite mixture of regression models

    • Gustavo Alexis Sabillón
    • Luiz Gabriel Fernandes Cotrim
    • Daiane Aparecida Zuanetti

    Original Paper 31 October 2022 Pages: 350 - 369

    

14. Nonequivalence of two least-absolute-deviation estimators for mediation effects

    • WenWu Wang
    • Ping Yu

    Original Paper 09 November 2022 Pages: 370 - 387

    

15. Sparse overlapped linear discriminant analysis

    • Youssef Anzarmou
    • Abdallah Mkhadri
    • Karim Oualkacha

    Original Paper 24 November 2022 Pages: 388 - 417

    

16. Bandwidth selection for statistical matching and prediction

    • Inés Barbeito
    • Ricardo Cao
    • Stefan Sperlich

    Original Paper Open access 10 December 2022 Pages: 418 - 446

    

17. Block-diagonal test for high-dimensional covariance matrices

    • Jiayu Lai
    • Xiaoyi Wang
    • Shurong Zheng

    Original paper 26 December 2022 Pages: 447 - 466