1. Two-sample mean vector projection test in high-dimensional data

   • Caizhu Huang
   • Xia Cui
   • Euloge Clovis Kenne Pagui

   Original Paper 23 June 2023 Pages: 1061 - 1091

   

2. Large-scale dependent multiple testing via hidden semi-Markov models

   • Jiangzhou Wang
   • Pengfei Wang

   Original Paper 31 May 2023 Pages: 1093 - 1126

   

3. hermiter: R package for sequential nonparametric estimation

   • Michael Stephanou
   • Melvin Varughese

   Original Paper 01 July 2023 Pages: 1127 - 1163

   

4. Threshold effect in varying coefficient models with unknown heteroskedasticity

   • Yuanqing Zhang
   • Chunrong Ai
   • Yaqin Feng

   Original Paper 13 March 2023 Pages: 1165 - 1181

   

5. Bayesian log-linear beta-negative binomial integer-valued Garch model

   • Yuanqi Chu
   • Keming Yu

   Original Paper Open access 20 July 2023 Pages: 1183 - 1202

   

6. Multi-step estimators and shrinkage effect in time series models

   • Ivan Svetunkov
   • Nikolaos Kourentzes
   • Rebecca Killick

   Original Paper Open access 24 June 2023 Pages: 1203 - 1239

   

7. Predictive stability criteria for penalty selection in linear models

   • Dean Dustin
   • Bertrand Clarke
   • Jennifer Clarke

   Original paper Open access 16 March 2023 Pages: 1241 - 1280

   

8. A non-iteration Bayesian sampling algorithm for robust seemingly unrelated regression models\(^*\)

   • Yang Yang
   • Lichun Wang

   Original Paper 30 April 2023 Pages: 1281 - 1300

   

9. Bayesian hypothesis testing for equality of high-dimensional means using cluster subspaces

   • Fang Chen
   • Qiuchen Hai
   • Min Wang

   Original Paper 15 May 2023 Pages: 1301 - 1320

   

10. Generative models and Bayesian inversion using Laplace approximation

    • Manuel Marschall
    • Gerd Wübbeler
    • Clemens Elster

    Original paper Open access 16 March 2023 Pages: 1321 - 1349

    

11. A two-stage Bridge estimator for regression models with endogeneity based on control function method

    • Fatemeh Bahador
    • Ayyub Sheikhi
    • Alireza Arabpour

    Original Paper 22 June 2023 Pages: 1351 - 1370

    

12. An adapted loss function for composite quantile regression with censored data

    • Xiaohui Yuan
    • Xinran Zhang
    • Qian Hu

    Original paper 22 May 2023 Pages: 1371 - 1401

    

13. Generalized ridge shrinkage estimation in restricted linear model

    • Feng Qian
    • Rong Chen
    • Ling Wang

    Original paper 02 May 2023 Pages: 1403 - 1416

    

14. A multinomial generalized linear mixed model for clustered competing risks data

    • Henrique Aparecido Laureano
    • Ricardo Rasmussen Petterle
    • Wagner Hugo Bonat

    Original Paper 04 April 2023 Pages: 1417 - 1434

    

15. Controlling the false discovery rate by a Latent Gaussian Copula Knockoff procedure

    • Alejandro Román Vásquez
    • José Ulises Márquez Urbina
    • Gabriel Escarela

    Original paper 25 March 2023 Pages: 1435 - 1458

    

16. Discriminating between log-normal and log-logistic distributions in the presence of type-II censoring

    • Bishal Diyali
    • Devendra Kumar
    • Sukhdev Singh

    Original paper 07 April 2023 Pages: 1459 - 1483

    

17. Clustering of longitudinal curves via a penalized method and EM algorithm

    • Xin Wang

    Original Paper 30 June 2023 Pages: 1485 - 1512

    

18. Spatio-temporal clustering analysis using generalized lasso with an application to reveal the spread of Covid-19 cases in Japan

    • Septian Rahardiantoro
    • Wataru Sakamoto

    Original paper 11 April 2023 Pages: 1513 - 1537

    

19. An expectation conditional maximization algorithm for the skew-normal based stochastic frontier model

    • Xiaonan Zhu
    • Zheng Wei
    • Ziwei Ma

    Original Paper 02 May 2023 Pages: 1539 - 1558

    

20. Renewable learning for multiplicative regression with streaming datasets

    • Tianzhen Wang
    • Haixiang Zhang
    • Liuquan Sun

    Original Paper 04 May 2023 Pages: 1559 - 1586

    

21. Tree-based boosting with functional data

    • Xiaomeng Ju
    • Matías Salibián-Barrera

    Original Paper 22 May 2023 Pages: 1587 - 1620

    

22. Fast and consistent algorithm for the latent block model

    • Vincent Brault
    • Antoine Channarond

    Original Paper 10 June 2023 Pages: 1621 - 1657

    

23. A hybrid deterministic–deterministic approach for high-dimensional Bayesian variable selection with a default prior

    • Jieun Lee
    • Gyuhyeong Goh

    Original paper 27 May 2023 Pages: 1659 - 1681

    

24. Empirical likelihood and estimation in varying coefficient models with right censored data

    • Liugen Xue

    Original Paper 08 June 2023 Pages: 1683 - 1707