Scientific Research Publishing

Vehtari, A., Gelman, A. and Gabry, J. (2017) Practical Bayesian Model Evaluation Using ...

ABSTRACT: This study examined the relationship between the Monetary Policy Rate (MPR) and inflation across five continents from 2014 to 2023 using both Frequentist and Bayesian Linear Mixed Models ...
Scientific Research Publishing

Gelman, A. and Rubin, D.B. (1992) Inference from Iterative Simulation Using Multiple ...

ABSTRACT: This study examined the relationship between the Monetary Policy Rate (MPR) and inflation across five continents from 2014 to 2023 using both Frequentist and Bayesian Linear Mixed Models ...
IEEE

Variational Bayesian Inference for Linear State Space Models with Multivariate Laplace ...

Abstract: This paper presents a robust variational Bayesian (VB) method for identifying linear state space models (LSSM) with non-Gaussian observational noise. Appropriate prior information is ...
Frontiers

EEG microstate analysis between patients with major depressive disorder, subclinical ...

1 Williams College, Williamstown, MA, United States 2 Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States Introduction: ...
IEEE

LiDAR-Guided Stereo Matching Using Bayesian Optimization With Gaussian Process Regression

Abstract: LiDAR-guided stereo matching for high-precision disparity estimation is a very promising task in photogrammetry and remote sensing. Unfortunately, existing methods suffer from the problem ...