1. Editor’s note: special section on Bayesian Nonparametrics

   Announcement 01 December 2016 Pages: 1 - 1

2. A moment-matching Ferguson & Klass algorithm

   • Julyan Arbel
   • Igor Prünster

   OriginalPaper 29 June 2016 Pages: 3 - 17

   

3. Fast approximate Bayesian computation for estimating parameters in differential equations

   • Sanmitra Ghosh
   • Srinandan Dasmahapatra
   • Koushik Maharatna

   OriginalPaper 26 March 2016 Pages: 19 - 38

   

4. Computationally tractable approximate and smoothed Polya trees

   • William Cipolli III
   • Timothy Hanson

   OriginalPaper 26 April 2016 Pages: 39 - 51

   

5. Erratum to: Computationally tractable approximate and smoothed Polya trees

   • William Cipolli III
   • Timothy Hanson

   Erratum 18 October 2016 Pages: 53 - 53

6. Copula directed acyclic graphs

   • Eugen Pircalabelu
   • Gerda Claeskens
   • Irène Gijbels

   OriginalPaper 12 August 2015 Pages: 55 - 78

   

7. Random projections for Bayesian regression

   • Leo N. Geppert
   • Katja Ickstadt
   • Christian Sohler

   OriginalPaper Open access 19 November 2015 Pages: 79 - 101

   

8. Multiple-population shrinkage estimation via sliced inverse regression

   • Tao Wang
   • Xuerong Meggie Wen
   • Lixing Zhu

   OriginalPaper 20 November 2015 Pages: 103 - 114

   

9. Learning discrete decomposable graphical models via constraint optimization

   • Tomi Janhunen
   • Martin Gebser
   • Jukka Corander

   OriginalPaper 11 November 2015 Pages: 115 - 130

   

10. Sequential Monte Carlo methods for mixtures with normalized random measures with independent increments priors

    • J. E. Griffin

    OriginalPaper 11 November 2015 Pages: 131 - 145

    

11. Self-healing umbrella sampling: convergence and efficiency

    • Gersende Fort
    • Benjamin Jourdain
    • Gabriel Stoltz

    OriginalPaper 26 November 2015 Pages: 147 - 168

    

12. Beyond support in two-stage variable selection

    • Jean-Michel Bécu
    • Yves Grandvalet
    • Cyril Dalmasso

    OriginalPaper 20 November 2015 Pages: 169 - 179

    

13. Reduced-rank multi-label classification

    • Ting Yuan
    • Junhui Wang

    OriginalPaper 21 November 2015 Pages: 181 - 191

    

14. New improved estimators for overdispersion in models with clustered multinomial data and unequal cluster sizes

    • J. M. Alonso-Revenga
    • N. Martín
    • L. Pardo

    OriginalPaper 23 November 2015 Pages: 193 - 217

    

15. Point process-based Monte Carlo estimation

    • Clément Walter

    OriginalPaper 26 November 2015 Pages: 219 - 236

    

16. Stochastic variational inference for large-scale discrete choice models using adaptive batch sizes

    • Linda S. L. Tan

    OriginalPaper 12 December 2015 Pages: 237 - 257

    

17. Markov-switching generalized additive models

    • Roland Langrock
    • Thomas Kneib
    • Théo Michelot

    OriginalPaper Open access 28 December 2015 Pages: 259 - 270

    

18. Smooth expectiles for panel data using penalized splines

    • Linda Schulze Waltrup
    • Göran Kauermann

    OriginalPaper 23 December 2015 Pages: 271 - 282

    

19. Semi-parametric bivariate polychotomous ordinal regression

    • Francesco Donat
    • Giampiero Marra

    OriginalPaper 26 December 2015 Pages: 283 - 299