1. Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions

   • Assyr Abdulle
   • Grigorios A. Pavliotis
   • Andrea Zanoni

   OriginalPaper Open access 11 April 2022 Article: 34

   

2. Cauchy Markov random field priors for Bayesian inversion

   • Jarkko Suuronen
   • Neil K. Chada
   • Lassi Roininen

   OriginalPaper 25 March 2022 Article: 33

   

3. Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison

   • Teemu Säilynoja
   • Paul-Christian Bürkner
   • Aki Vehtari

   OriginalPaper Open access 24 March 2022 Article: 32

   

4. Fast Bayesian inversion for high dimensional inverse problems

   • Benoit Kugler
   • Florence Forbes
   • Sylvain Douté

   OriginalPaper 22 March 2022 Article: 31

   

5. Sparse functional partial least squares regression with a locally sparse slope function

   • Tianyu Guan
   • Zhenhua Lin
   • Jiguo Cao

   OriginalPaper 09 March 2022 Article: 30

   

6. GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model

   • Christian Molkenthin
   • Christian Donner
   • Manfred Opper

   OriginalPaper Open access 08 March 2022 Article: 29

   

7. Optimal scaling of random walk Metropolis algorithms using Bayesian large-sample asymptotics

   • Sebastian M. Schmon
   • Philippe Gagnon

   OriginalPaper Open access 18 February 2022 Article: 28

   

8. Low-rank tensor reconstruction of concentrated densities with application to Bayesian inversion

   • Martin Eigel
   • Robert Gruhlke
   • Manuel Marschall

   OriginalPaper Open access 12 March 2022 Article: 27

   

9. Sequential changepoint detection in neural networks with checkpoints

   • Michalis K. Titsias
   • Jakub Sygnowski
   • Yutian Chen

   OriginalPaper 13 March 2022 Article: 26

   

10. Optimal Bayesian design for model discrimination via classification

    • Markus Hainy
    • David J. Price
    • Christopher Drovandi

    OriginalPaper Open access 22 February 2022 Article: 25

    

11. A numerically stable algorithm for integrating Bayesian models using Markov melding

    • Andrew A. Manderson
    • Robert J. B. Goudie

    OriginalPaper Open access 18 February 2022 Article: 24

    

12. On the identifiability of Bayesian factor analytic models

    • Panagiotis Papastamoulis
    • Ioannis Ntzoufras

    OriginalPaper Open access 27 February 2022 Article: 23

    

13. Latent structure blockmodels for Bayesian spectral graph clustering

    • Francesco Sanna Passino
    • Nicholas A. Heard

    OriginalPaper Open access 16 February 2022 Article: 22