activity
20142022
most citedHypothesis setting and order statistic for robust genomic meta-analysis

52 citations · 65 across the 5 of their papers we have counts for

collaborators

5 papers

stat.ME2022

An Adaptive and Robust Method for Multi-trait Analysis of Genome-wide Association Studies Using Summary Statistics

Qiaolan Deng, Chi Song, Shili Lin

Genome-wide association studies (GWAS) have identified thousands of genetic variants associated with human traits or diseases in the past decade. Nevertheless, much of the heritabi…

stat.ME2020

Multiple-trait Adaptive Fisher's Method for Genome-wide Association Studies

Qiaolan Deng, Chi Song

In genome-wide association studies (GWASs), there is an increasing need for detecting the associations between a genetic variant and multiple traits. In studies of complex diseases…

stat.ME2018

Association Analysis of Common and Rare SNVs using Adaptive Fisher Method to Detect Dense and Sparse Signals

XIaoyu Cai, Lo-Bin Chang, Chi Song

The development of next generation sequencing (NGS) technology and genotype imputation methods enabled researchers to measure both common and rare variants in genome-wide associati…

stat.AP2017★ 13 cited

Bayesian latent hierarchical model for transcriptomic meta-analysis to detect biomarkers with clustered meta-patterns of differential expression signals

Zhiguang Huo, Chi Song, George Tseng

Due to the rapid development of high-throughput experimental techniques and fast-dropping prices, many transcriptomic datasets have been generated and accumulated in the public dom…

stat.AP2014★ 52 cited

Hypothesis setting and order statistic for robust genomic meta-analysis

Chi Song, George C. Tseng

Meta-analysis techniques have been widely developed and applied in genomic applications, especially for combining multiple transcriptomic studies. In this paper we propose an order…