1. Spatiotemporal blocking of the bouncy particle sampler for efficient inference in state-space models

   • Jacob Vorstrup Goldman
   • Sumeetpal S. Singh

   OriginalPaper Open access 01 September 2021 Article: 68

   

2. Generalized parallel tempering on Bayesian inverse problems

   • Jonas Latz
   • Juan P. Madrigal-Cianci
   • Raúl Tempone

   OriginalPaper Open access 30 August 2021 Article: 67

   

3. Outlier detection in non-elliptical data by kernel MRCD

   • Joachim Schreurs
   • Iwein Vranckx
   • Peter J. Rousseeuw

   OriginalPaper Open access 28 August 2021 Article: 66

   

4. A branch-and-bound algorithm for the exact optimal experimental design problem

   • Selin Damla Ahipaşaoğlu

   OriginalPaper 27 August 2021 Article: 65

   

5. Quantifying uncertainty with a derivative tracking SDE model and application to wind power forecast data

   • Renzo Caballero
   • Ahmed Kebaier
   • Raúl Tempone

   OriginalPaper 26 August 2021 Article: 64

   

6. Nonnegative Bayesian nonparametric factor models with completely random measures

   • Fadhel Ayed
   • François Caron

   OriginalPaper Open access 24 August 2021 Article: 63

   

7. Accelerating sequential Monte Carlo with surrogate likelihoods

   • Joshua J. Bon
   • Anthony Lee
   • Christopher Drovandi

   OriginalPaper 18 August 2021 Article: 62

   

8. Ensemble slice sampling

   • Minas Karamanis
   • Florian Beutler

   OriginalPaper Open access 15 August 2021 Article: 61

   

9. Fast generation of Gaussian random fields for direct numerical simulations of stochastic transport

   • D. I. Palade
   • M. Vlad

   OriginalPaper 15 August 2021 Article: 60

   

10. Uncertainty modelling and computational aspects of data association

    • Jeremie Houssineau
    • Jiajie Zeng
    • Ajay Jasra

    OriginalPaper Open access 14 August 2021 Article: 59

    

11. Data fusion using factor analysis and low-rank matrix completion

    • Daniel Ahfock
    • Saumyadipta Pyne
    • Geoffrey J. McLachlan

    OriginalPaper 10 August 2021 Article: 58

    

12. Bayesian inference for continuous-time hidden Markov models with an unknown number of states

    • Yu Luo
    • David A. Stephens

    OriginalPaper Open access 10 August 2021 Article: 57

    

13. Uncertainty calibration for probabilistic projection methods

    • Vladimir Fanaskov

    OriginalPaper 29 July 2021 Article: 56

    

14. Bayesian numerical methods for nonlinear partial differential equations

    • Junyang Wang
    • Jon Cockayne
    • Chris. J. Oates

    OriginalPaper Open access 27 July 2021 Article: 55

    

15. Min–max crossover designs for two treatments binary and poisson crossover trials

    • Satya Prakash Singh
    • Siuli Mukhopadhyay
    • Harsh Raj

    OriginalPaper 23 July 2021 Article: 54

    

16. Fisher Scoring for crossed factor linear mixed models

    • Thomas Maullin-Sapey
    • Thomas E. Nichols

    OriginalPaper Open access 19 July 2021 Article: 53

    

17. Confidence graphs for graphical model selection

    • Linna Wang
    • Yichen Qin
    • Yang Li

    OriginalPaper 16 July 2021 Article: 52