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20132019
most citedZero-inflated Poisson Factor Model with Application to Microbiome Absolute Abundance Data

49 citations · 74 across the 7 of their papers we have counts for

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Showing 2017Show all

5 papers · 1 filter

stat.AP2017★ 2 cited

To Wait or Not to Wait: Two-way Functional Hazards Model for Understanding Waiting in Call Centers

Gen Li, Jianhua Z. Huang, Haipeng Shen

Telephone call centers offer a convenient communication channel between businesses and their customers. Efficient management of call centers needs accurate modeling of customer wai…

stat.ML2017

Structural Learning and Integrative Decomposition of Multi-View Data

Irina Gaynanova, Gen Li

The increased availability of the multi-view data (data on the same samples from multiple sources) has led to strong interest in models based on low-rank matrix factorizations. The…

stat.ME2017★ 1 cited

Incorporating Covariates into Integrated Factor Analysis of Multi-View Data

Gen Li, Sungkyu Jung

In modern biomedical research, it is ubiquitous to have multiple data sets measured on the same set of samples from different views (i.e., multi-view data). For example, in genetic…

stat.ME2017

Varying-coefficient models for dynamic networks

Jihui Lee, Gen Li, James D. Wilson

Dynamic networks are commonly used in applications where relational data is observed over time. Statistical models for such data should capture not only the temporal dependencies b…

stat.AP2017

HT-eQTL: Integrative Expression Quantitative Trait Loci Analysis in a Large Number of Human Tissues

Gen Li, Dereje D. Jima, Fred A. Wright +1

Expression quantitative trait loci (eQTL) analysis identifies genetic markers associated with the expression of a gene. Most existing eQTL analyses and methods investigate associat…