Bayesian Inference

Latest research

1. PDE-constrained Gaussian process surrogate modeling with uncertain data locations

   • Dongwei Ye
   • Weihao Yan
   • Mengwu Guo

   in Advanced Modeling and Simulation in Engineering Sciences

   Article Open access 08 November 2025

   

2. MDIF: A multimodal dynamic inference framework for traffic video question answering

   • Wenhao Guo
   • Lingling Zi
   • Xin Cong

   in Applied Intelligence

   Article 08 November 2025

   

3. Seismic Fault Detection Using Interpretable Tree-Based Ensemble Models with Bayesian Optimization

   • Yang Li
   • Suping Peng
   • Hongpeng Zhao

   in Pure and Applied Geophysics

   Article 08 November 2025

   

4. A Bayesian Framework for Spatiotemporal Analysis of Meteorological Drought Dynamics

   • Rizwan Farooq
   • Rizwan Niaz
   • Hefa Cheng

   in Pure and Applied Geophysics

   Article 07 November 2025

   

5. Bayesian and non-Bayesian estimation of the bivariate inverse Weibull distribution parameters using ranked set sampling with concomitant variable

   • Hiba Z. Muhammed
   • Mostafa Shaaban

   in Scientific Reports

   Article Open access 07 November 2025

   

6. Information Geometry of Variational Bayes

   • Mohammad Emtiyaz Khan

   in Information Geometry

   Article 07 November 2025

   

7. Bayesian network 3D event reconstruction in the Cygno optical TPC for dark matter direct detection

   • Fernando Domingues Amaro
   • Rita Antonietti
   • Donatella Tozzi

   in The European Physical Journal C

   Article Open access 06 November 2025

   

8. A Bayesian-driven approach to identify racial inequities in longitudinal care delivery

   • Aidan M. Campbell
   • A. James O’Malley
   • Inas S. Khayal

   in npj Digital Medicine

   Article Open access 06 November 2025

   

9. Forecasting China’s producer price index for production materials via Gaussian process regression within a Bayesian inference framework

   • Bingzi Jin
   • Xiaojie Xu

   in Advances in Computational Intelligence

   Article 06 November 2025

   

10. Statistical inference for the semi-parametric proportional reversed hazard model for left-censored and zero-inflated data

    • Magdalena Pereda Vivo
    • Christian Paroissin

    in TEST

    Article 06 November 2025

11. Assessment of the environmental effect of carbon taxation in Chile using a Bayesian difference-in-differences approach

    • Reinier Fernández-López
    • Cristian Mardones
    • Jean Paul Navarrete

    in Annals of Operations Research

    Article 05 November 2025

    

12. CAUSALRLSTACK: adaptive balancing of deep representation and causal effect estimation with application to HIV-related health data

    • Dat Thanh Pham
    • Khai Quang Tran
    • Viet Anh Nguyen

    in BioData Mining

    Article Open access 05 November 2025

    

13. Asymptotics in multiple hypotheses testing under dependence: beyond normality

    • Monitirtha Dey

    in Statistical Papers

    Article Open access 04 November 2025

14. Deep bayesian neural networks for UWB phase error correction in positioning systems

    • Jianjia Li
    • Baoguo Yu
    • Yachuan Bao

    in Scientific Reports

    Article Open access 04 November 2025

    

15. Utility score mapping from FACT-G to EQ-5D-5L and SF-6Dv2 in breast and colorectal cancer patients: a focus on beta mixture models

    • Thomas G. Poder
    • Hosein Ameri

    in Health and Quality of Life Outcomes

    Article Open access 04 November 2025

    

16. Enhancing counterfactual explanations with causal inference: integrating DirectLiNGAM and variational autoencoders for constraint-aware generation

    • Dinh Dinh
    • Thanh-An Nguyen
    • Bac Le

    in Applied Intelligence

    Article 04 November 2025

    

17. BOB: Bayesian optimized bootstrap for approximate posterior sampling in Gaussian mixture models

    • Santiago Marin
    • Bronwyn Loong
    • Anton H. Westveld

    in Statistics and Computing

    Article Open access 04 November 2025

    

18. Minimum copula divergence for robust estimation

    • Shinto Eguchi
    • Shogo Kato

    in Information Geometry

    Article 03 November 2025

    

19. Simulation-based inference for subject-specific tuning of middle ear finite-element models towards personalized objective diagnosis

    • Hamid Motallebzadeh
    • Michael Deistler
    • Sunil Puria

    in Scientific Reports

    Article Open access 03 November 2025

    

20. Improved convergent cross mapping method for causal inference based on decomposition of the Lorenz trajectory

    • Zhuoma Sunu
    • Jingru Ma
    • Chaojiu Da

    in Scientific Reports

    Article Open access 03 November 2025

    

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