Contributed Speed

SPEED 7: New Methods for Genomics, the Environment, and Other Scientific Applications, Part 1

Tue, Aug 8, 8:30 AM

International Chinese Statistical Association co: Section on Statistics and the Environmentco: Section on Statistics in Genomics and Genetics

19 Presentations

Subset Scanning for Multi-trait analysis

8:35 AM - 8:40 AM

Tianzhong Yang

Co-authors: Rui Cao (University of Minnesota), Evan Olawsky (University of Minnesota), Edward McFowland (Harvard University), Erin Marcotte (University of Minnesota), Logan Spector (University of Minnesota), James Hodges (University of Minnesota)

Identifying cryptic mutations in sequence data using side information

8:40 AM - 8:45 AM

Haeun Moon

Co-authors: Kathryn Roeder (Carnegie Mellon University), Bernie Devlin (Univ of Pittsburgh)

Sample size calculation for statistical learning models using transcriptomics sequencing data

8:45 AM - 8:50 AM

Xinyi Wang

Co-authors: Yunhui Qi, Li-Xuan Qin (Memorial Sloan Kettering Cancer Center)

Bootstrap Evaluation of Association Matrices (BEAM) for Multi-omic Integration Analysis

8:50 AM - 8:55 AM

Anna Seffernick (St. Jude Children's Research Hospital)

Co-authors: Xueyuan Cao (St. Jude Children's Research Hospital), Charles Mullighan (St. Jude Children's Research Hospital), Stanley Pounds (St. Jude Children's Research Hospital)

Estimating the Average Treatment Effect Using Mendelian Randomization

8:55 AM - 9:00 AM

Mei Dong

Co-authors: Linbo Wang, Wei Xu (University of Toronto)

A Bayesian Optimal Kernel-based Test for Genetic Association studies

9:00 AM - 9:05 AM

Sikta Das Adhikari (Michigan State University)

Co-authors: Yuehua Cui (Michigan State University), Jianrong Wang (Michigan State University)

Biologically informed NeuralODEs for genome-wide regulatory dynamics

9:05 AM - 9:10 AM

Intekhab Hossain

Co-authors: Rebekka Burkholz (Helmholtz Center CISPA), John Quackenbush (Harvard T.H. Chan School of Public Health)

A Workflow for Stable Interaction Detection in High-Dimensional Data

9:10 AM - 9:15 AM

Mara Stadler (Helmholtz Center Munich)

Co-authors: Christian Mueller (Flatiron Institute)

Novel statistical frameworks for genome-wide interaction testing harnessing cross-trait correlations

9:15 AM - 9:20 AM

Shijia Bian (Emory University, Rollins School of Public Health)

Co-authors: Andrew J. Bass (Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA, 30329, USA), Yue Liu (Departments of Neurology and Human Genetics, Emory University, Atlanta, GA, 30329, USA), Aliza P. Wingo (Departments of Neurology and Human Genetics, Emory University, Atlanta, GA, 30329, USA), Thomas Wingo (Departments of Neurology and Human Genetics, Emory University, Atlanta, GA, 30329, USA), David J. Cutler (Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA, 30329, USA), Michael P. Epstein (Department of Human Genetics, School of Medicine, Emory University, Atlanta, GA, 30329, USA)

Trend Analysis for the National Health and Nutrition Examination Survey (NHANES) Biomonitoring Data:

9:30 AM - 9:35 AM

Po-Yung Cheng (CDC)

Co-authors: Timothy Wong (None), Jeffery Jarrett (CDC), Robert Jones (None), Cynthia Ward (CDC)

Regime Classification for the Orbiting Carbon Observatory 2 (OCO-2)

9:35 AM - 9:40 AM

Matthew Shen (University of California, Berkeley)

Co-authors: Joaquim Teixeira (NASA Jet Propulsion Laboratory), Jonathan Hobbs (Jet Propulsion Laboratory), Amy Braverman (Jet Propulsion Laboratory)

WITHDRAWN An Example of Trend Preserving Statistical Downscaling Framework from Offshore Wind Fields

9:40 AM - 9:45 AM

Co-authors: Haoyun Wang (Ocean University of China), Wensheng Jiang (Ocean University of China), Mingzhao Hu (University of California-Santa Barbara), Lingdi Zhao (Ocean University of China)

BayesTPC: A pipeline for bayesian fitting and validation of thermal performance curves

9:45 AM - 9:50 AM

John Smith

Co-authors: Leah Johnson (Virginia Tech), Paul Huxley (Virginia Tech), Jo Pinko (Virginia Tech)

Bayesian Kernel Machine Regression (BKMR) in Temporal Auto correlated data: An Application to CVD

9:50 AM - 9:55 AM

Boubakari Ibrahimou (Florida International University)

Co-authors: Ning Sun

Evaluation of Random Forest Method for Crop Estimation in Al-Ahsa Oasis- Saudi Arabia

9:55 AM - 10:00 AM

Gadir Alomair

Co-authors: Sevim Yamac (Application & Research Center for Advanced Agricultural Studies (ITUAM), Konya Food and Agriculture), Azhar Memon (Applied Research Center for Metrology, Standards & Testing, Research Institute, King Fahd University), Bedri Kurtulus2 (Department of Geological Engineering, Muğla Sıktı Koçman University, Turkey.)

Unbiased and Robust Analysis of Co-localization in Super-resolution Microscope Images

10:00 AM - 10:05 AM

Hui Zhang (Northwestern University)

Co-authors: Xueyan Liu (University of New Orleans), Cheng Cheng (St. Jude Children's Research Hospital)

Reduced rank multinomial logistic regression in Markov chains with application to cognitive data

10:05 AM - 10:10 AM

Pei Wang

Co-authors: Erin Abner (University of Kentucky), David Fardo (University of Kentucky), Richard Kryscio (University of Kentucky)

One cycle criterion for optimizing replacement policies

10:10 AM - 10:15 AM

Shey-Huei Sheu

Lamination Design of Photovoltaic Solar Panels

10:15 AM - 10:20 AM

Chih-Chun Tsai (Tamkang University)

Session participants

Jacob Bien (University of Southern California)

Participant