1. A new algorithm for fitting semi-parametric variance regression models

   • Kristy P. Robledo
   • Ian C. Marschner

   Original paper 03 February 2021 Pages: 2313 - 2335

   

2. Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients

   • Chiara Masci
   • Francesca Ieva
   • Anna Maria Paganoni

   Original paper Open access 16 May 2021 Pages: 2337 - 2377

   

3. A multigrid preconditioner for tensor product spline smoothing

   • Martin Siebenborn
   • Julian Wagner

   Original paper Open access 30 April 2021 Pages: 2379 - 2411

   

4. Penalized spline estimation for panel count data model with time-varying coefficients

   • Fei Qin
   • Zhangsheng Yu

   Original paper 12 June 2021 Pages: 2413 - 2434

   

5. Additive models with autoregressive symmetric errors based on penalized regression splines

   • Rodrigo A. Oliveira
   • Gilberto A. Paula

   Original paper 03 May 2021 Pages: 2435 - 2466

   

6. Mixture cure rate models with neural network estimated nonparametric components

   • Yujing Xie
   • Zhangsheng Yu

   Original paper 27 March 2021 Pages: 2467 - 2489

   

7. A computational method for estimating a change point in the Cox hazard model

   • G. Y. Arenas
   • J. A. Villaseñor
   • F. Tajonar

   Original paper 01 March 2021 Pages: 2491 - 2506

   

8. Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study

   • Luísa Novais
   • Susana Faria

   Original paper 27 February 2021 Pages: 2507 - 2533

9. Optimal subsample selection for massive logistic regression with distributed data

   • Lulu Zuo
   • Haixiang Zhang
   • Liuquan Sun

   Original paper 27 February 2021 Pages: 2535 - 2562

   

10. Reduced-bias estimation of spatial autoregressive models with incompletely geocoded data

    • Flavio Santi
    • Maria Michela Dickson
    • Giuseppe Espa

    Original paper Open access 13 March 2021 Pages: 2563 - 2590

    

11. Spatial CART classification trees

    • Avner Bar-Hen
    • Servane Gey
    • Jean-Michel Poggi

    Original paper 04 March 2021 Pages: 2591 - 2613

    

12. Statistical inference for mixture GARCH models with financial application

    • Maddalena Cavicchioli

    Original paper 12 March 2021 Pages: 2615 - 2642

    

13. A Bayesian algorithm based on auxiliary variables for estimating GRM with non-ignorable missing data

    • Jiwei Zhang
    • Zhaoyuan Zhang
    • Jian Tao

    Original paper 02 April 2021 Pages: 2643 - 2669

    

14. Bayesian sparse convex clustering via global-local shrinkage priors

    • Kaito Shimamura
    • Shuichi Kawano

    Original paper Open access 05 April 2021 Pages: 2671 - 2699

    

15. Partitioned method of valid moment marginal model with Bayes interval estimates for correlated binary data with time-dependent covariates

    • Elsa Vazquez
    • Jeffrey R. Wilson

    Original paper 11 May 2021 Pages: 2701 - 2718

    

16. Weighted approximate Bayesian computation via Sanov’s theorem

    • Cecilia Viscardi
    • Michele Boreale
    • Fabio Corradi

    Original paper Open access 22 March 2021 Pages: 2719 - 2753

    

17. Estimation of the association parameters in hierarchically clustered survival data by nested Archimedean copula functions

    • Mirza Nazmul Hasan
    • Roel Braekers

    Original paper 26 March 2021 Pages: 2755 - 2787

18. Jump Markov chains and rejection-free Metropolis algorithms

    • Jeffrey S. Rosenthal
    • Aki Dote
    • Ali Sheikholeslami

    Original paper 13 March 2021 Pages: 2789 - 2811

    

19. Algorithm for error-free determination of the variance of all contiguous subsequences and fixed-length contiguous subsequences for a sequence of industrial measurement data

    • Andrzej Chmielowiec

    Original paper Open access 19 March 2021 Pages: 2813 - 2840

    

20. A new two-parameter discrete poisson-generalized Lindley distribution with properties and applications to healthcare data sets

    • Emrah Altun

    Original paper 28 March 2021 Pages: 2841 - 2861

    

21. Direct statistical inference for finite Markov jump processes via the matrix exponential

    • Chris Sherlock

    Original paper Open access 19 April 2021 Pages: 2863 - 2887

    

22. Automatic differentiation and maximal correlation of order statistics from discrete parents

    • Fernando López-Blázquez
    • Begoña Salamanca-Miño

    Original paper 12 April 2021 Pages: 2889 - 2915

    

23. Bootstrap joint prediction regions for sequences of missing values in spatio-temporal datasets

    • Maria Lucia Parrella
    • Giuseppina Albano
    • Michele La Rocca

    Original paper Open access 05 April 2021 Pages: 2917 - 2938

    

24. A computational validation for nonparametric assessment of spatial trends

    • A. Meilán-Vila
    • R. Fernández-Casal
    • M. Francisco-Fernández

    Original paper 09 May 2021 Pages: 2939 - 2965

    

25. Bayesian joint inference for multivariate quantile regression model with L\(_{1/2}\) penalty

    • Yu-Zhu Tian
    • Man-Lai Tang
    • Mao-Zai Tian

    Original paper 07 October 2021 Pages: 2967 - 2994

    

26. Correction to: Bayesian joint inference for multivariate quantile regression model with L_1/2 penalty

    • Yu-Zhu Tian
    • Man-Lai Tang
    • Mao-Zai Tian

    Correction 13 November 2021 Pages: 2995 - 2995