Abstract: Particle filter based on the adaptive mechanisms has become a key issue for the recursive Bayesian estimation problem with non-linear, non-Gaussian and multi-modal distribution. Aimed at the ...

Abstract: Joint channel estimation and data detection can enhance the performance of both tasks, improve communication efficiency, and reduce pilot overhead. However, this has been rarely explored in ...

We will keep our notes and code on dealing with censored variables in Bayesian models in this repo. My initial idea for this is that we can basically treat each worked out example or section that we ...

How do we estimate the duration of a temporal interval in a familiar context? A new study finds that it is appropriate, perhaps even advantageous, to tolerate a small ...

R package implementing the Bayesian Vector Autoregression (BVAR) model with COVID-19 volatility break from: Lenza, M., & Primiceri, G. E. (2022). How to estimate a VAR after March 2020. Journal of ...