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Contributed Papers

Statistical Innovations for Heterogeneous and Clustered Data

Mon, Aug 4, 2:00 PM - 3:50 PM Room CC-202A Music City Center

Kai CooperChair

Section on Nonparametric Statistics co: Section on Nonparametric Statistics

7 Presentations

Adaptive Block-Based Change-Point Detection for Sparse Spatially Clustered Data with Applications in Remote Sensing Imaging

2:05 PM - 2:20 PM

Co-authors: Alan Moore (Iowa State University), Alan Moore (Iowa State University), Lynna Chu (Iowa State University), Zhengyuan Zhu (Iowa State University)

Change-point Non-parametric Spatial Dependence Graph-based Tests High-dimensional data Satellite Imagery

Hierarchical Conformal Prediction for Clustered Data with Missing Responses

2:20 PM - 2:35 PM

Co-authors: Menghan Yi, Huixia Wang (George Washington University), Menghan Yi, Yanlin Tang (East China Normal University), Yingying Zhang (East China Normal University)

Conformal prediction Conditional coverage Distribution shift Marginal prediction Missing at random Repeated subsampling

Knockoffs for Variable Selection with Nonparametric and Heterogeneous Data

2:35 PM - 2:50 PM

Co-authors: Evan Mason (UC Riverside), Evan Mason (UC Riverside), Zhe Fei (University of California, Riverside)

Variable Selection Nonparametric Machine Learning Wide Data Knockoffs

Jackknife empirical likelihood for the correlation coefficient with additive distortion measurement

2:50 PM - 3:05 PM

Co-authors: Da Chen (Georgia State University), Yichuan Zhao (Georgia State University), Linlin Dai, Yichuan Zhao (Georgia State University)

Correlation coefficient Distortion errors Adjusted jackknife empirical likelihood Mean jackknife empirical likelihood Mean adjusted jackknife empirical likelihood Jackknife empirical likelihood

On the choice of parameters for the local block bootstrap in the local stationary setting

3:05 PM - 3:20 PM

Co-authors: Carina Beering (Helmut Schmidt University Hamburg), Carina Beering (Helmut Schmidt University Hamburg)

Local stationarity Local block bootstrap Central limit theorem Nonparametric statistics

Nonparametric local estimation of the partial area under the receiver operating characteristic curve

3:20 PM - 3:35 PM

Co-authors: Yoann Potiron, Chang Yuan Li (UCSB), Yoann Potiron

nonparametric estimation ROC curve partial area ODC curve delta-sequence local estimation

Modeling Aging Based on Semiparametric Starshaped Mean Equilibrium Life Model: A Bayesian Approach

3:35 PM - 3:50 PM

Co-authors: mohammad sepehrifar, mohammad sepehrifar

Semiparametric Regression Mean Equilibrium Life Function Bayesian Inference Nonparametric Testing Aging Modeling Starshaped Function

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