1. Controlling the familywise error rate when performing multiple comparisons in a linear latent variable model

   • Brice Ozenne
   • Esben Budtz-Jørgensen
   • Sebastian Elgaard Ebert

   Original paper Open access 25 March 2022 Pages: 1 - 23

   

2. The fuzzy cluster analysis for interval value using genetic algorithm and its application in image recognition

   • Dinh Phamtoan
   • Tai Vovan

   Original paper 26 April 2022 Pages: 25 - 51

   

3. Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization

   • Kohei Yoshikawa
   • Shuichi Kawano

   Original paper Open access 04 April 2022 Pages: 53 - 75

   

4. Correction: Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization

   • Kohei Yoshikawa
   • Shuichi Kawano

   Correction Open access 10 September 2022 Pages: 77 - 78

5. Estimation of spatial-functional based-line logit model for multivariate longitudinal data

   • Tengteng Xu
   • Riquan Zhang
   • Xiuzhen Zhang

   Original paper 28 March 2022 Pages: 79 - 99

   

6. Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations

   • Patrick B. Langthaler
   • Riccardo Ceccato
   • Arne C. Bathke

   Original paper Open access 01 April 2022 Pages: 101 - 132

   

7. Efficient computation of tight approximations to Chernoff bounds

   • Daniel Shiu

   Original paper 04 April 2022 Pages: 133 - 147

   

8. Semi-supervised adapted HMMs for P2P credit scoring systems with reject inference

   • Monir El Annas
   • Badreddine Benyacoub
   • Mohamed Ouzineb

   Original paper 14 May 2022 Pages: 149 - 169

   

9. Simplified partially observed quasi-information matrix

   • Thuan Nguyen
   • Jiming Jiang

   Original paper 11 April 2022 Pages: 171 - 189

   

10. Adaptive smoothing spline estimator for the function-on-function linear regression model

    • Fabio Centofanti
    • Antonio Lepore
    • Simone Vantini

    Original paper Open access 29 April 2022 Pages: 191 - 216

    

11. An efficient GPU-parallel coordinate descent algorithm for sparse precision matrix estimation via scaled lasso

    • Seunghwan Lee
    • Sang Cheol Kim
    • Donghyeon Yu

    Original paper 16 April 2022 Pages: 217 - 242

    

12. Speeding up the convergence of the alternating least squares algorithm using vector \(\varepsilon \) acceleration and restarting for nonlinear principal component analysis

    • Masahiro Kuroda
    • Yuichi Mori
    • Masaya Iizuka

    Original paper 03 May 2022 Pages: 243 - 262

    

13. Kernel regression for cause-specific hazard models with time-dependent coefficients

    • Xiaomeng Qi
    • Zhangsheng Yu

    Original paper 29 April 2022 Pages: 263 - 283

    

14. Model selection using PRESS statistic

    • Ida Marie Alcantara
    • Joshua Naranjo
    • Yanda Lang

    Original paper 03 May 2022 Pages: 285 - 298

    

15. A robust threshold t linear mixed model for subgroup identification using multivariate T distributions

    • Rui Zhang
    • Guoyou Qin
    • Dongsheng Tu

    Original paper 23 May 2022 Pages: 299 - 326

    

16. Adjusting the adjusted Rand Index

    • Martina Sundqvist
    • Julien Chiquet
    • Guillem Rigaill

    Original paper 15 June 2022 Pages: 327 - 347

    

17. Using reference models in variable selection

    • Federico Pavone
    • Juho Piironen
    • Aki Vehtari

    Original paper Open access 14 May 2022 Pages: 349 - 371

    

18. Predictors with measurement error in mixtures of polynomial regressions

    • Xiaoqiong Fang
    • Andy W. Chen
    • Derek S. Young

    Original paper 13 May 2022 Pages: 373 - 401

    

19. A survival regression with cure fraction applied to cervical cancer

    • Vicente G. Cancho
    • Elizbeth C. Bedia
    • Ana P. J. E. Santo

    Original paper 26 May 2022 Pages: 403 - 418

    

20. Supervised classification of curves via a combined use of functional data analysis and tree-based methods

    • Fabrizio Maturo
    • Rosanna Verde

    Original paper Open access 30 May 2022 Pages: 419 - 459

    

21. Labeled optimal partitioning

    • Toby Dylan Hocking
    • Anuraag Srivastava

    Original paper 06 July 2022 Pages: 461 - 480

    

22. Analysis of progressive type-II censored gamma distribution

    • Sanku Dey
    • Ahmed Elshahhat
    • Mazen Nassar

    Original paper 12 June 2022 Pages: 481 - 508

    

23. Model aggregation for doubly divided data with large size and large dimension

    • Baihua He
    • Yanyan Liu
    • Yuanshan Wu

    Original paper 16 June 2022 Pages: 509 - 529