Legend: CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
Activity Details
575 * !
Wed, 7/31/2019,
2:00 PM -
3:50 PM
CC-113
Statistical Methods for Batch Effect Correction and Cell Type Deconvolution — Contributed Papers
Section on Statistics in Genomics and Genetics
Chair(s): Di Wu, University of North Carolina at Chapel Hill
2:05 PM
Assessing Reproducibility of High-Throughput Experiments in Case of Missing Data
Roopali Singh ; Qunhua Li, Penn State University
2:20 PM
ComBat-Seq: Batch Correction Algorithm for RNA-Seq Count Data
Yuqing Zhang, Boston University ; Giovanni Parmigiani, Dana-Farber Cancer Institute; W. Evan Johnson, Boston University
2:35 PM
Learning from Unobserved Covariates for Improved Classification Accuracy
Yujia Pan, University of Michigan ; Johann A Gagnon-Bartsch, University of Michigan
2:50 PM
Surrogate Variable Analysis Based Deconvolution of Transcriptomics Data
Li Dong, University of North Carolina at Chapel Hill ; Xiaojing Zheng, University of North Carolina at Chapel Hill; Fei Zou, University of North Carolina at Chapel Hill
3:05 PM
Analysis of Longitudinal Metabolite Data with Substantial Missingness and Batch Effects
Evan Sticca, University of Colorado Anschutz Medical Campus ; Audrey E Hendricks, University of Colorado Denver; Stephanie P Gilley, University of Colorado Anschutz Medical Campus; K Michael Hambidge, University of Colorado Anschutz Medical Campus; Nancy F Krebs, University of Colorado Anschutz Medical Campus; Sarah J Borengasser, University of Colorado Anschutz Medical Campus
3:20 PM
An Empirical Bayes Method for Deconvolving Multi-Measure Bulk Gene Expression
Jiebiao Wang, Carnegie Mellon University ; Bernie Devlin, University of Pittsburgh; Kathryn Roeder, Carnegie Mellon University
3:35 PM
Determining Brain Cell-Types in the Presence of Complex Biology
Gregory Hunt, William & Mary ; Johann A Gagnon-Bartsch, University of Michigan
