JSM2025
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Contributed Posters

Contributed Poster Presentations: Section on Nonparametric Statistics

Tue, Aug 5, 10:30 AM - 12:20 PM Room CC-Hall B Music City Center
Shirin GolchiChair
Section on Nonparametric Statistics

8 Presentations

13: Distance-based Repeated Measures MANOVA for Longitudinal Network on Spherical Surface
10:30 AM - 12:20 PM
Co-authors: Heling Tong, Heling Tong, Xing Qiu, Hongyu Miao (Florida State University)
Longitudinal Network AnalysisDistance-based Repeated Measures MANOVAManifold Learning
14: Impact of Arrests on Human Trafficking Ad Volume Using a Nonparametric Change-Point Model
10:30 AM - 12:20 PM
Co-authors: Sawyer Griffy, Arthur Graham (University of Alabama), Sawyer Griffy, Subhabrata Chakraborti (The University of Alabama), Jason Parton (University of Alabama), Nickolas Freeman (The University of Alabama)
Nonparametric Changepoint ModelTime Series AnalysisLaw Enforcement ImpactHuman Trafficking
15: Machine Learning Adjustment Boosts Efficiency of Exact Inference in Randomized Controlled Trials
10:30 AM - 12:20 PM
Co-authors: Han Yu (Roswell Park Comprehensive Cancer Center), Alan Hutson (Roswell Park Cancer Institute), Han Yu (Roswell Park Comprehensive Cancer Center), Xiaoyi Ma (Roswell Park Comprehensive Cancer Center)
Machine learningRandomized controlled trialExact inference
16: Nonparametric Within-Between Model: Extending BART for Multilevel Modeling
10:30 AM - 12:20 PM
Co-authors: Soumyabrata Bose, Antonio Linero (Florida State University), Soumyabrata Bose, Jared Murray
BARTMultilevel ModellingWithin-Between ModelNonparametric Regression
17: Profiling Functional Effects of Long-Term Physical Activity on Risk of Diabetes Onset with All-of-US
10:30 AM - 12:20 PM
Co-authors: Rui Nie, Peter Song (University of Michigan), Rui Nie
Functional effectsSubgroup analysisTime-varying effectsAll-of-US research programFitbit
18: Reassessing Estrogen Receptor Expression Thresholds for Prognosis Using Shape Restricted Modeling
10:30 AM - 12:20 PM
Co-authors: Wenli Dong (UT MD Anderson Cancer Center), Takeo Fujii (Center for Cancer Research, National Cancer Institute), Wenli Dong (UT MD Anderson Cancer Center), Jing Ning (University of Texas, MD Anderson Cancer Center), Toshiaki Iwase (University of Hawaiʻi Cancer Center,), Jing Qin (National Institute of Allergy and Infectious Diseases, NIH), Naoto Ueno (University of Hawaiʻi Cancer Center), Yu Shen (UT M.D. Anderson Cancer Center)
Estrogen receptorThresholdSurvivalModellingEndocrine therapyBreast cancer
19: Testing for the geometric distribution in multi-sample settings
10:30 AM - 12:20 PM
Co-authors: James Allison (North-West University), Maria Dolores Jiménez-Gamero (Universidad de Sevilla), Leonard Santana (North West University), Leonard Santana (North West University)
goodness-of-fitcount datamany samplesbootstrapconsistencyasymptotic power
20: Testing Separability of High-Dimensional Covariance Matrices
10:30 AM - 12:20 PM
Co-authors: Bongjung Sung (Duke University), Peter Hoff (Duke University), Bongjung Sung (Duke University)
Core covariance matrixeigenvalueshypothesis testinginvarianceseparable covariance matrixseparable covariance expansion
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