9 citations · 19 across the 4 of their papers we have counts for
4 papers
A Framework of Zero-Inflated Bayesian Negative Binomial Regression Models For Spatiotemporal Data
Qing He, Hsin-Hsiung Huang
Spatiotemporal data analysis with massive zeros is widely used in many areas such as epidemiology and public health. We use a Bayesian framework to fit zero-inflated negative binom…
A statistical reconstruction algorithm for positronium lifetime imaging using time-of-flight positron emission tomography
Hsin-Hsiung Huang, Zheyuan Zhu, Slun Booppasiri +3
Positron emission tomography (PET) is an important modality for diagnosing diseases such as cancer and Alzheimer's disease, capable of revealing the uptake of radiolabeled molecule…
Two-Step Mixed-Type Multivariate Bayesian Sparse Variable Selection with Shrinkage Priors
Shao-Hsuan Wang, Ray Bai, Hsin-Hsiung Huang
We introduce a Bayesian framework for mixed-type multivariate regression using continuous shrinkage priors. Our framework enables joint analysis of mixed continuous and discrete ou…
The Unsupervised Method of Vessel Movement Trajectory Prediction
Chih-Wei Chen, Charles Harrison, Hsin-Hsiung Huang
In real-world application scenarios, it is crucial for marine navigators and security analysts to predict vessel movement trajectories at sea based on the Automated Identification…