activity
20192023
most citedZero-inflated Poisson Factor Model with Application to Microbiome Absolute Abundance Data

49 citations · 70 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 2 cited

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatments

Yuan Chen, Donglin Zeng, Tianchen Xu +1

For mental disorders, patients' underlying mental states are non-observed latent constructs which have to be inferred from observed multi-domain measurements such as diagnostic sym…

stat.ME2020★ 15 cited

The More Data, the Better? Demystifying Deletion-Based Methods in Linear Regression with Missing Data

Tianchen Xu, Kun Chen, Gen Li

We compare two deletion-based methods for dealing with the problem of missing observations in linear regression analysis. One is the complete-case analysis (CC, or listwise deletio…