1. A flexible Bayesian tool for CoDa mixed models: logistic-normal distribution with Dirichlet covariance

   • Joaquín Martínez-Minaya
   • Haavard Rue

   Original Paper Open access 16 April 2024 Article: 116

   

2. A communication-efficient, online changepoint detection method for monitoring distributed sensor networks

   • Ziyang Yang
   • Idris A. Eckley
   • Paul Fearnhead

   Original Paper Open access 14 April 2024 Article: 115

   

3. Parsimonious consensus hierarchies, partitions and fuzzy partitioning of a set of hierarchies

   • Ilaria Bombelli
   • Maurizio Vichi

   Original Paper Open access 12 April 2024 Article: 114

   

4. Correction to: Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm

   • Marion Naveau
   • Guillaume Kon Kam King
   • Maud Delattre

   Correction 08 April 2024 Article: 113

   

5. Screen then select: a strategy for correlated predictors in high-dimensional quantile regression

   • Xuejun Jiang
   • Yakun Liang
   • Haofeng Wang

   Original Paper 08 April 2024 Article: 112

   

6. Reversed particle filtering for hidden markov models

   • Frank Rotiroti
   • Stephen G. Walker

   Original Paper 08 April 2024 Article: 111

   

7. R-VGAL: a sequential variational Bayes algorithm for generalised linear mixed models

   • Bao Anh Vu
   • David Gunawan
   • Andrew Zammit-Mangion

   Original Paper Open access 06 April 2024 Article: 110

   

8. Automated generation of initial points for adaptive rejection sampling of log-concave distributions

   • Jonathan James

   Original Paper 05 April 2024 Article: 109

   

9. Parsimonious ultrametric Gaussian mixture models

   • Carlo Cavicchia
   • Maurizio Vichi
   • Giorgia Zaccaria

   Original Paper Open access 01 April 2024 Article: 108

   

10. Stochastic three-term conjugate gradient method with variance technique for non-convex learning

    • Chen Ouyang
    • Chenkaixiang Lu
    • Yiyan Jiang

    Original Paper 27 March 2024 Article: 107

    

11. Novel sampling method for the von Mises–Fisher distribution

    • Seungwoo Kang
    • Hee-Seok Oh

    Original Paper 26 March 2024 Article: 106

    

12. Variable selection using axis-aligned random projections for partial least-squares regression

    • Youwu Lin
    • Xin Zeng
    • Kok Lay Teo

    Original Paper 23 March 2024 Article: 105

    

13. Generalized spherical principal component analysis

    • Sarah Leyder
    • Jakob Raymaekers
    • Tim Verdonck

    Original Paper 23 March 2024 Article: 104

    

14. An expectile computation cookbook

    • Abdelaati Daouia
    • Gilles Stupfler
    • Antoine Usseglio-Carleve

    Original Paper 23 March 2024 Article: 103

    

15. Simultaneous estimation and variable selection for a non-crossing multiple quantile regression using deep neural networks

    • Jungmin Shin
    • Seunghyun Gwak
    • Sungwan Bang

    Original Paper 22 March 2024 Article: 102

    

16. Resampling-based confidence intervals and bands for the average treatment effect in observational studies with competing risks

    • Jasmin Rühl
    • Sarah Friedrich

    Original Paper Open access 21 March 2024 Article: 101

    

17. Improving model choice in classification: an approach based on clustering of covariance matrices

    • David Rodríguez-Vítores
    • Carlos Matrán

    Original Paper Open access 19 March 2024 Article: 100

    

18. A constant-per-iteration likelihood ratio test for online changepoint detection for exponential family models

    • Kes Ward
    • Gaetano Romano
    • Paul Fearnhead

    Original Paper Open access 19 March 2024 Article: 99

    

19. Functional mixtures-of-experts

    • Faïcel Chamroukhi
    • Nhat Thien Pham
    • Geoffrey J. McLachlan

    Original Paper Open access 18 March 2024 Article: 98

    

20. Expectile and M-quantile regression for panel data

    • Ian Meneghel Danilevicz
    • Valdério Anselmo Reisen
    • Pascal Bondon

    Original Paper 17 March 2024 Article: 97

    

21. Doubly robust estimation of optimal treatment regimes for survival data using an instrumental variable

    • Xia Junwen
    • Zhan Zishu
    • Zhang Jingxiao

    Original Paper 16 March 2024 Article: 96

    

22. Matrix regression heterogeneity analysis

    • Fengchuan Zhang
    • Sanguo Zhang
    • Mingyang Ren

    Original Paper 16 March 2024 Article: 95