8 citations · 16 across the 5 of their papers we have counts for
5 papers
Mixture of Finite Mixtures Model for Basket Trial
Junxian Geng, Tianjian Zhou, Ruitao Lin +1
With the recent paradigm shift from cytotoxic drugs to new generation of target therapy and immuno-oncology therapy during oncology drug developments, patients with various cancer…
Heterogeneity Learning for SIRS model: an Application to the COVID-19
Guanyu Hu, Junxian Geng
We propose a Bayesian Heterogeneity Learning approach for Susceptible-Infected-Removal-Susceptible (SIRS) model that allows underlying clustering patterns for transmission rate, re…
Bayesian Spatial Homogeneity Pursuit of Functional Data: an Application to the U.S. Income Distribution
Guanyu Hu, Junxian Geng, Yishu Xue +1
An income distribution describes how an entity's total wealth is distributed amongst its population. A problem of interest to regional economics researchers is to understand the sp…
Bayesian Nonparametric Nonhomogeneous Poisson Process with Applications to USGS Earthquake Data
Junxian Geng, Wei Shi, Guanyu Hu
Intensity estimation is a common problem in statistical analysis of spatial point pattern data. This paper proposes a nonparametric Bayesian method for estimating the spatial point…
Probabilistic community detection with unknown number of communities
Junxian Geng, Anirban Bhattacharya, Debdeep Pati
A fundamental problem in network analysis is clustering the nodes into groups which share a similar connectivity pattern. Existing algorithms for community detection assume the kno…