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151 Mon, 8/8/2022, 10:30 AM - 12:20 PM CC-141
Novel Methods and Tools in the Era of Big Omics Data — Contributed Papers
Section on Statistics in Genomics and Genetics
Chair(s): Xiaoyu Zhang, Boston University
10:35 AM PseudoGA: Cell Pseudotime Reconstruction Method Based on Genetic Algorithm Using Single Cell RNA-Seq Data
Indranil Mukhopadhyay, Indian Statistical Institute; Pronoy Kanti Mondal, Indian Statistical Institute; Udit Surya Saha, Indian Statistical Institute
10:50 AM Exponential Family Measurement Error Models for Single-Cell CRISPR Screens
Timothy Barry, Carnegie Mellon University; Eugene Katsevich, University of Pennsylvania; Kathryn Roeder, Carnegie Mellon University
11:05 AM Deep Ensemble Learning Over the Microbial Phylogenetic Tree (DeepEn-Phy)
Wodan Ling, Fred Hutchinson Cancer Research Center; Youran Qi, Amazon; Xing Hua, Fred Hutchinson Cancer Research Center; Michael C. Wu, Fred Hutchinson Cancer Research Center
11:20 AM FDR Inference for Paired Sample in High-Dimensional Compositional Data
Jung Ae Lee, University of Massachusetts Chan Medical School
11:35 AM Inferring Differences in the Number of Classes Between Populations, in the Presence of Misclassification Errors
Senthil Kumar Muthiah, Dana-Farber Cancer Institute; Eric Slud, Unviersity of Maryland, College Park; Christine Hehnly, Pennsylvania State University; Lijun Zhang, Pennsylvania State University; James Broach, Pennsylvania State University; Steven Schiff, Pennsylvania State University; Rafael Irizarry, Dana-Farber Cancer Institute; Joseph Paulson, Genentech
11:50 AM Development and Evaluation of Kernel Association Tests to Detect Longitudinal Trends Between Beta Diversity and Human Health
Nicholas Earl Weaver, University of Colorado Denver; Audrey Hendricks, University of Colorado Denver
12:05 PM Testing Tree-Likeness of Phylogenetic Network Data with Cross-Validation
Md Rashidul Hasan, University of New Mexico; James Degnan, University of New Mexico