1. A 4D-Var method with flow-dependent background covariances for the shallow-water equations

   • Daniel Paulin
   • Ajay Jasra
   • Dan Crisan

   OriginalPaper Open access 11 August 2022 Article: 65

   

2. On automatic bias reduction for extreme expectile estimation

   • Stéphane Girard
   • Gilles Stupfler
   • Antoine Usseglio-Carleve

   OriginalPaper 09 August 2022 Article: 64

   

3. The computational asymptotics of Gaussian variational inference and the Laplace approximation

   • Zuheng Xu
   • Trevor Campbell

   OriginalPaper 09 August 2022 Article: 63

   

4. Fitting double hierarchical models with the integrated nested Laplace approximation

   • Mabel Morales-Otero
   • Virgilio Gómez-Rubio
   • Vicente Núñez-Antón

   OriginalPaper Open access 09 August 2022 Article: 62

   

5. Quantile hidden semi-Markov models for multivariate time series

   • Luca Merlo
   • Antonello Maruotti
   • Antonio Punzo

   OriginalPaper 09 August 2022 Article: 61

   

6. Rate-optimal refinement strategies for local approximation MCMC

   • Andrew D. Davis
   • Youssef Marzouk
   • Natesh Pillai

   OriginalPaper 09 August 2022 Article: 60

   

7. Polya tree-based nearest neighborhood regression

   • Haoxin Zhuang
   • Liqun Diao
   • Grace Yi

   OriginalPaper 30 July 2022 Article: 59

   

8. An adaptively weighted stochastic gradient MCMC algorithm for Monte Carlo simulation and global optimization

   • Wei Deng
   • Guang Lin
   • Faming Liang

   OriginalPaper 09 July 2022 Article: 58

   

9. Identifiability and parameter estimation of the overlapped stochastic co-block model

   • Jingnan Zhang
   • Junhui Wang

   OriginalPaper 28 June 2022 Article: 57

   

10. Parallelizing MCMC sampling via space partitioning

    • Vasyl Hafych
    • Philipp Eller
    • Allen Caldwel

    OriginalPaper Open access 27 June 2022 Article: 56

    

11. Real time anomaly detection and categorisation

    • Alexander T. M. Fisch
    • Lawrence Bardwell
    • Idris A. Eckley

    OriginalPaper Open access 24 June 2022 Article: 55

    

12. Recursive inversion models for permutations

    • Marina Meilă
    • Annelise Wagner
    • Christopher Meek

    OriginalPaper 20 June 2022 Article: 54