1. Improved inference for areal unit count data using graph-based optimisation

   • Duncan Lee
   • Kitty Meeks
   • William Pettersson

   OriginalPaper Open access 29 June 2021 Article: 51

   

2. Control variate selection for Monte Carlo integration

   • Rémi Leluc
   • François Portier
   • Johan Segers

   OriginalPaper 25 June 2021 Article: 50

   

3. A fast and calibrated computer model emulator: an empirical Bayes approach

   • Vojtech Kejzlar
   • Mookyong Son
   • Tapabrata Maiti

   OriginalPaper 22 June 2021 Article: 49

   

4. Fast incremental expectation maximization for finite-sum optimization: nonasymptotic convergence

   • G. Fort
   • P. Gach
   • E. Moulines

   OriginalPaper 15 June 2021 Article: 48

   

5. A closed-form filter for binary time series

   • Augusto Fasano
   • Giovanni Rebaudo
   • Sonia Petrone

   OriginalPaper Open access 14 June 2021 Article: 47

   

6. Efficient EM-variational inference for nonparametric Hawkes process

   • Feng Zhou
   • Simon Luo
   • Fang Chen

   OriginalPaper 04 June 2021 Article: 46

   

7. Optimal experimental design for linear time invariant state–space models

   • Belmiro P. M. Duarte
   • Anthony C. Atkinson
   • Nuno M. C. Oliveira

   OriginalPaper 28 May 2021 Article: 45

   

8. A Bayesian Fisher-EM algorithm for discriminative Gaussian subspace clustering

   • Nicolas Jouvin
   • Charles Bouveyron
   • Pierre Latouche

   OriginalPaper 28 May 2021 Article: 44

   

9. Evaluating Gaussian process metamodels and sequential designs for noisy level set estimation

   • Xiong Lyu
   • Mickaël Binois
   • Michael Ludkovski

   OriginalPaper Open access 26 May 2021 Article: 43

   

10. A two-stage Bayesian semiparametric model for novelty detection with robust prior information

    • Francesco Denti
    • Andrea Cappozzo
    • Francesca Greselin

    OriginalPaper Open access 25 May 2021 Article: 42

    

11. A parallel algorithm for ridge-penalized estimation of the multivariate exponential family from data of mixed types

    • Diederik S. Laman Trip
    • Wessel N. van Wieringen

    OriginalPaper Open access 17 May 2021 Article: 41

    

12. Maximum likelihood estimation of the Fisher–Bingham distribution via efficient calculation of its normalizing constant

    • Yici Chen
    • Ken’ichiro Tanaka

    OriginalPaper 09 May 2021 Article: 40

    

13. Analysis of stochastic gradient descent in continuous time

    • Jonas Latz

    OriginalPaper Open access 09 May 2021 Article: 39

    

14. A robust and efficient algorithm to find profile likelihood confidence intervals

    • Samuel M. Fischer
    • Mark A. Lewis

    OriginalPaper Open access 07 May 2021 Article: 38