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Keyword Search Criteria: Interaction returned 50 record(s)
Sunday, 07/29/2018
Ranked Sparsity Methods for Transparent Model Selection
Ryan Andrew Peterson, University of Iowa; Joseph Cavanaugh, University of Iowa


Empirical Bayes Analysis of Overdispersed High-Dimensional Protein Interaction Data
Anna Reisetter


Simultaneous Genetic Analysis of Sequence Data from a Pair of Organisms That Jointly Influence a Phenotype
Mary Sara McPeek, University of Chicago; Miaoyan Wang, UC Berkeley
2:05 PM

Statistical Interactions from a Growth Curve Perspective
Jaya M Satagopan, Memorial Sloan Kettering Cancer Center; Sean Devlin, Memorial Sloan Kettering Cancer Center
2:20 PM

Empirical Bayes Analysis of Overdispersed High-Dimensional Protein Interaction Data
Anna Reisetter
2:30 PM

Ranked Sparsity Methods for Transparent Model Selection
Ryan Andrew Peterson, University of Iowa; Joseph Cavanaugh, University of Iowa
2:35 PM

Spatial Statistics Approach to Develop Novel Protein Cancer Biomarkers
Inna Chervoneva, Thomas Jefferson University
4:50 PM

Monday, 07/30/2018
Four-Way Interaction Effects on the Major Depressive Disorder Based on Multifactor Dimensionality Reduction Method
Jung Yeon Lee, NYU School of Medicine; Wonkuk Kim, Chung-Ang University; Judith S Brook, NYU School of Medicine


Evaluating Drug Combinations in the Discovery and Pre-Clinical Stage
Jocelyn Sendecki


Sufficient Cause Interaction for Ordinal and Categorical Outcomes
Jaffer Zaidi; Tyler VanderWeele, Harvard University


EDA: A Historical Perspective and a Path Forward
Dianne Cook, Monash University
8:35 AM

Testing Factor-Covariate Interaction in Rank Repeated-Measures Analysis of Covariance ModelsTesting Factor-Covariate Interaction in Rank Repeated-Measures Analysis of Covariance Mo
Donghui Zhang, Sanofi; Chunpeng Fan, Sanofi
9:50 AM

A Construction of Cost-Efficient Designs with Guaranteed Repeated Measurements on Interaction Effects
Frederick Kin Hing Phoa, Academia Sinica
10:35 AM

Sufficient Cause Interaction for Ordinal and Categorical Outcomes
Jaffer Zaidi; Tyler VanderWeele, Harvard University
10:50 AM

Spatially Varying Coefficient Autoregressive Models
Jingru Mu, Iowa State University; Guannan Wang, College of William & Mary; Lily Wang, Iowa State University
12:05 PM

A Semiparametric Approach to Model Effect Modification
Muxuan Liang, University of Wisconsin-Madison; Menggang Yu, University of Wisconsin-Madison
2:45 PM

Tuesday, 07/31/2018
A Functional Anova Approach to Detecting Changes in Soil Moisture and Temperature
Manju M. Johny, Iowa State University; Petruta C. Caragea , Iowa State University; Diane M. Debinski, Montana State University ; Jill A. Sherwood, Iowa State University


Testing Nonlinear Gene-Environment Interaction Through Varying Coefficient and Linear Mixed Models
Zhengyang Zhou, Southern Methodist University; Chao Xing, University of Texas Southwestern Medical Center; Hung-Chih Ku, DePaul University
8:50 AM

Multiscale Models for Continuous Time Interaction Data
Tyler McCormick, University of Washington; Wesley Lee, University of Washington; Rumi Chunara, New York University
9:25 AM

Estimation of Latent Interaction with Ordinal Indicators Using Frequentist Method
Fan Wallentin, Uppsala University
9:35 AM

A Dynamic Individual-Based Model of Ant Interaction Events
Nathan Wikle; Ephraim Hanks, The Pennsylvania State University; David Hughes, Pennsylvania State University
9:50 AM

Integrated Analysis of the Life-Cycle Interactions Between Health and Socioeconomic Status
Ivan Jeliazkov, University of California - Irvine; Angela Vossmeyer, Claremont McKenna College
10:55 AM

Functional Graphical Models for Analyzing Interactions Between Animals
Jan Gertheiss, Clausthal University of Technology
11:15 AM

Equivalent Kernels of Local Polynomial Fitting in Varying Coefficient Models
Chunyen Wu, Institute of Statistics, National Tsing Hua University, TAIWAN; Li-Shan Huang, Institute of Statistics, National Tsing Hua University, TAIWAN
11:35 AM

Integrating Data from Clinical Trials for More Powerful Mediation and Interaction Analyzes
Linda Valeri, McLean Hospital, Harvard Medical School; Yiwen Zhu, Massachussetts General Hospital; Franca Centorrino, McLean Hospital; Garrett Fitzmaurice, McLean Hospital
11:55 AM

Dose Finding Model Selection in Oncology Combination Therapy
Lixia Pei, Janssen Pharmaceuticals ; Yichen Guo, Harvard University; Kevin Liu, Janssen Pharmaceuticals
2:20 PM

Improving Data Quality for Time-Varying Measurements in EHRs via Dynamic Interaction: a Case Study for Growth Chart
Qingxia Chen, Vanderbilt University
2:45 PM

Inferring the Impact of Genetic Variation on Regulatory Networks
Sara Mostafavi
2:45 PM

Analysis of Stratified Clinical Trials with Time-To-Event Endpoints
Devan V Mehrotra, Merck & Co., Inc.; Shanjun Helian, Merck & Co., Inc.; Shu-Chih Su, Merck Research Labs
3:05 PM

Wednesday, 08/01/2018
Analysis of Interactions: Lessons Learned and Moving Forward
Bhramar Mukherjee, University of Michigan


Using Twin Study Data to Identify Causal Effects Under Latent Confounding
Yige Li, Harvard School of Public Health; Zhichao Jiang, Princeton University; Zhi Geng, Peking University


Improved Variance Component Score Tests of Gene-Environment Interactions
NANXUN MA, University of Washington; Michael C. Wu, Fred Hutchinson Cancer Research Center; Jing Ma, Fred Hutch Cancer Research Center
8:35 AM

An Integrated Microbe-Metabolite Interaction Map
Jing Ma, Fred Hutch Cancer Research Center
8:35 AM

Complex Interaction Modeling with Liquid Association
Ker-Chau Li, Institute of Statistical Science, Academia Sinica
9:25 AM

Iterative Random Forests (IRF) to Discover Predictive and Stable High-Order Interactions
Bin Yu, UC Berkeley; Sumanta Basu, Cornell University; Karl Kumbier, UC Berkeley; Ben Brown, LBNL and University of Birmingham
9:50 AM

A Functional Proportional Hazards Model for Investigating the Gene-Environment Interaction Effects on Survival
Li Luo, University of New Mexico
10:05 AM

Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions
Tianxi Cai, Harvard T.H. Chan School of Public Health; Yin Xia, Fudan University; Tianwen Cai, University of Pennsylvania
10:35 AM

Uniformity of Personalized Treatment
Georgiy Bobashev, Research Triangle Institute; Barry Eggleston, RTI International; Benjamin Carper, RTI International
11:05 AM

Inferring Social Structure from Continuous-Time Interaction Data
Bailey Fosdick, Colorado State University; Wesley Lee, University of Washington; Tyler McCormick, University of Washington
11:15 AM

Thursday, 08/02/2018
Learning Nonconvex Hierarchical Interactions
Lingzhou Xue, Penn State University and National Institute of Statistical Sciences
9:00 AM

What Do Interviewers Learn? An Examination of Interview Length and Interviewer Behaviors
Kristen Olson, University of Nebraska - Lincoln; Jolene Smyth, University of Nebraska-Lincoln
9:15 AM

Statistical Inference for Interaction Effects in Unreplicated Studies via Bayesian Model Averaging
Christopher Franck, Virginia Tech
9:20 AM

A Generalized Weighted Quantile Sums Approach That Accounts for Interactions Between Highly Correlated Exposures and Other Factors
MinJae Lee, University of Texas McGovern Medical School; Maureen Samms-Vaughan, The University of the West Indies; Jan Bressler, University of Texas School of Public Health at Houston; MacKinsey Christian, University of Texas School of Public Health at Houston; Manouchehr Hessabi, University of Texas Health Science Center at Houston; Megan Grove, University of Texas School of Public Health at Houston; Sydonnie Shakespeare-Pellington, The University of the West Indies; Charlene Coore Desai, The University of the West Indies; Jody-Ann Reece, The University of the West Indies; Katherine Loveland, University of Texas McGovern Medical School; Eric Boerwinkle, University of Texas School of Public Health at Houston; Mohammad H. Rahbar, University of Texas McGovern Medical School
9:50 AM

Lasso Estimation of Hierarchical Interactions for Analyzing Heterogeneous Treatment Effect
Yu Du, Johns Hopkins Bloomberg School of Public Health; Ravi Varadhan, Johns Hopkins University
9:50 AM

Variables and Interactions Generation for Logistic Regression Model via TreeNet and Association Rules
Pannapa Changpetch
10:35 AM

MDR with P Risk Scores Per Person with Application to Alzheimer's Disease Data
Ye Li, University of Kentucky; Richard Charnigo, University of Kentucky
10:50 AM

Cmenet: a New Method for Bi-Level Variable Selection of Conditional Main Effects
Simon Mak, Georgia Institute of Technology; C. F. Jeff Wu, Georgia Institute of Technology
11:05 AM

A Bayesian Hierarchical Model for Continental-Scale Prediction of Water Quality in US Lakes
Meridith Bartley, Penn State University; Ephraim Hanks, The Pennsylvania State University
11:05 AM

A Likelihood Ratio Test for Gene (G)-Environment (E) Interaction Based on the Trend Effect of a Genotype Under an Additive Risk Model Using the G-E Independence Assumption
Summer Han, Stanford University; Nilanjan Chatterjee, Johns Hopkins University
11:15 AM

User-Guided Topic Modeling Through Interactive Visualization
Nathan Wycoff, Virginia Tech; Scotland Leman, Virginia Tech; Ian Crandell, Virginia Tech; Peter Hauck, Virginia Tech; Michelle Dowling, Virginia Tech
11:20 AM