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Contributed Papers

Recent advances in statistical methods for handling high-dimensional/complex data

Mon, Aug 7, 2:00 PM

MinJae LeeChair

Korean International Statistical Society

7 Presentations

Sparse semiparametric discriminant analysis for high-dimensional zero-inflated data.

2:05 PM - 2:20 PM

Hee Cheol Chung (UNC Charlotte)

Co-authors: Yang Ni (Texas A&M University), Irina Gaynanova (Texas A&M University)

Regional quantile regression on high dimensional data with FDR control

2:20 PM - 2:35 PM

Co-authors: Haolei Weng (Michigan State University), Hyokyoung Hong (NIH)

Interval Estimations for Dichotomized Variables Derived from Continuous Measurements

2:35 PM - 2:50 PM

Jeongsook Kim (FDA/CDER)

Fold change network using public gene expression data for early drug development

2:50 PM - 3:05 PM

A unified loss function framework for heterogeneous treatment effect estimation

3:05 PM - 3:20 PM

Michael Gorczyca (University of Pittsburgh)

Co-authors: Chaeryon Kang (University of Pittsburgh)

Application of Statistical Machine Learning Methods to Minimum Cardinality Set Covering Problem

3:20 PM - 3:35 PM

Myung Soon Song (Kutztown University of Pennsylvania)

Co-authors: Brooks Emerick (1Kutztown University of Pennsylvania), Yun Lu (Kutztown University of Pennsylvania), Francis Vasko (Kutztown University of Pennsylvana)

KOMPUTE: Imputing summary statistics of missing phenotypes in high-throughput model organism data

3:35 PM - 3:50 PM

Donghyung Lee (Miami University)

Co-authors: Coby Warkentin (Miami University), Michael O'Connell (Miami University)

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