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* = applied session       ! = JSM meeting theme

Activity Details


11 *
Mon, 8/3/2020, 10:00 AM - 11:50 AM Virtual
Statistical Inference for Solar and Geophysical Data — Invited Papers
Section on Physical and Engineering Sciences, Section on Nonparametric Statistics, Astrostatistics Special Interest Group
Organizer(s): Gwendolyn M Eadie, University of Toronto
Chair(s): David van Dyk, Imperial College London
10:05 AM Multitaper Analysis of High-Q Spectral Peaks and Non-Stationarity in the Geomagnetic Field Over the 400-4000 µHz Band
Alan Chave, Woods Hole Oceanographic Institution
10:30 AM Hitting a Moving Target: Modeling Non-Stationary Relationships in Geomagnetism
David Riegert, Queen's University; David J Thomson, Queen's University; Glen Takahara, Queen's University
10:55 AM Solar Flare Prediction with Machine Learning
Yang Chen, University of Michigan
11:20 AM Effect of Systematic Uncertainties on Density and Temperature Estimates in Coronae of Capella
Xixi Yu, Imperial College London; David van Dyk, Imperial College London; David Stenning, Imperial College London; Vinay Kashyap, Center for Astrophysics | Harvard & Smithsonian; Giulio Del Zanna, Centre for Mathematical Sciences, University of Cambridge
11:45 AM Floor Discussion
 
 

59 * !
Mon, 8/3/2020, 10:00 AM - 2:00 PM Virtual
Nonparametric Modeling — Contributed Papers
Section on Nonparametric Statistics
Chair(s): Peng Ding, University of California, Berkeley
Generalized Signed-Rank Estimation for Regression Models with Non-Ignorable Missing Responses
Brice Merlin Nguelifack
Quantile Spatially Varying Coefficient Models
Myungjin Kim, Iowa State University; Lily Wang, Iowa State University; Huixia Judy Wang, The George Washington University
A Regression Approach to Expected Shortfall
Yuanzhi Li, University of Michigan; Xuming He, University of Michigan
Population Size Estimation Under Partial Identification
Manjari Das, Carnegie Mellon University; Edward Kennedy, Carnegie Mellon University
Minimax Optimal Approaches to the Label Shift Problem
Subha Maity, University of Michigan; Yuekai Sun, Dept of Statistics, University of Michigan, Ann Arbor; Moulinath Banerjee, University of Michigan, Ann Arbor
Modeling of Count Data Subject to Measurement Error and Boundary Constraints
Cornelis J. Potgieter, Texas Christian University
The Asymptotic Distribution of a Nonparametric Two Sample Order Free Trend Test
Yishi Wang, University of North Carolina Wilmington
 
 

60 * !
Mon, 8/3/2020, 10:00 AM - 2:00 PM Virtual
Nonparametrics in High-Dimensional Data — Contributed Papers
Section on Nonparametric Statistics
Chair(s): Yuanzhi Li, University of Michigan
 
 

103 * !
Mon, 8/3/2020, 1:00 PM - 2:50 PM
Semiparametric Inference with High-Dimensional and Complex Data — Invited Papers
2:45 PM Floor Discussion
 
 

135 * !
Tue, 8/4/2020, 10:00 AM - 11:50 AM
Move Non/Semiparametrics Forward in Causal Inference, Missing Data Analysis, and Data Integration — Invited Papers
11:45 AM Floor Discussion
 
 

189 * !
Tue, 8/4/2020, 10:00 AM - 2:00 PM
Nonparametric Methods in Big or Complex Data — Contributed Papers
 
 

264 * !
Tue, 8/4/2020, 1:00 PM - 2:50 PM
New Statistical Methods for Longitudinal Data Analysis — Topic Contributed Papers
2:05 PM Floor Discussion
 
 

282 * !
Wed, 8/5/2020, 10:00 AM - 11:50 AM
Complex Functional Data Analysis with Biomedical Applications — Invited Papers
11:45 AM Floor Discussion
 
 

283
Wed, 8/5/2020, 10:00 AM - 11:50 AM
Theoretical Advances in Deep Learning — Invited Papers
11:30 AM Floor Discussion
 
 

303 !
Wed, 8/5/2020, 10:00 AM - 11:50 AM
Recent Developments on Order-Related Designs and Inferences — Topic Contributed Papers
11:45 AM Floor Discussion
 
 

306
Wed, 8/5/2020, 10:00 AM - 11:50 AM
Algorithmic and Inferential Advances in Univariate and Multivariate Tuning-Parameter-Free Nonparametric Procedures — Topic Contributed Papers
11:45 AM Floor Discussion
 
 

336 * !
Wed, 8/5/2020, 10:00 AM - 2:00 PM
Nonparametric Test in Unusual Data Structure or of Independence — Contributed Papers
 
 

347 * !
Wed, 8/5/2020, 10:00 AM - 2:00 PM
Nonparametric Hybrid Methods — Contributed Papers
 
 

361
Wed, 8/5/2020, 10:00 AM - 2:00 PM
Contributed Poster Presentations: Section on Nonparametric Statistics — Contributed Poster Presentations
 
 

392 * !
Wed, 8/5/2020, 1:00 PM - 2:50 PM
Big Tensor Data Analysis — Invited Papers
2:45 PM Floor Discussion
 
 

403 * !
Wed, 8/5/2020, 1:00 PM - 2:50 PM
Sufficient Dimension Reduction and Variable Selection for High-Dimensional Inference — Topic Contributed Papers
2:25 PM Floor Discussion
 
 

413 *
Wed, 8/5/2020, 1:00 PM - 2:50 PM
Time Series with a Twist — Topic Contributed Papers
2:25 PM Floor Discussion
 
 

435 * !
Thu, 8/6/2020, 10:00 AM - 11:50 AM
Making the Most of Wearable Device Data: Functional Data Approaches — Invited Papers
11:15 AM Floor Discussion
 
 

441 * !
Thu, 8/6/2020, 10:00 AM - 11:50 AM
Novel Statistical and Machine Learning Approaches for Business and Financial Services — Topic Contributed Papers
11:25 AM Floor Discussion
 
 

443
Thu, 8/6/2020, 10:00 AM - 11:50 AM
Student Paper Competition Presentations — Topic Contributed Papers
11:45 AM Floor Discussion
 
 

481 * !
Thu, 8/6/2020, 10:00 AM - 2:00 PM
Nonparametric Methods in Functional Data Analysis — Contributed Papers
 
 

482 * !
Thu, 8/6/2020, 10:00 AM - 2:00 PM
Application of Nonparametric Tests — Contributed Papers
 
 

492 * !
Thu, 8/6/2020, 10:00 AM - 2:00 PM
Application of Nonparametric Methods — Contributed Papers
 
 

520 !
Thu, 8/6/2020, 1:00 PM - 2:50 PM
New Quantile-Modeling Methods for Large-Scale Heterogeneous Data — Invited Papers
2:40 PM Floor Discussion
 
 

524 * !
Thu, 8/6/2020, 1:00 PM - 2:50 PM
Emerging Statistical Learning Methods in Modern Data Science — Invited Papers
2:45 PM Floor Discussion
 
 

580 * !
Thu, 8/6/2020, 3:00 PM - 4:50 PM
Statistical and Computational Challenges in Nonparametric Learning — Topic Contributed Papers
4:25 PM Floor Discussion