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* = applied session       ! = JSM meeting theme

Activity Details


81 * !
Mon, 8/9/2021, 10:00 AM - 11:50 AM Virtual
Statistical and Machine Learning Efforts on Solar Flare Predictions I — Topic-Contributed Papers
Section on Physical and Engineering Sciences, Astrostatistics Special Interest Group, Section on Statistical Learning and Data Science
Organizer(s): Yang Chen, University of Michigan
Chair(s): Yang Chen, University of Michigan
10:05 AM The Statistical Challenges of Solar Flare Forecasting (and) the Discriminant Analysis Flare Forecasting System at NWRA
KD Leka, NorthWest Research Associates; Graham Barnes, NorthWest Research Associates
10:25 AM Multivariate Time Series Data Set for Space Weather Data Analytics
Rafal Angryk, Georgia State University
10:45 AM Improving and Interpreting Flare Prediction with Spatial Statistics Analysis of the Magnet Field Data
Hu Sun, University of Michigan, Ann Arbor; Ward Manchester, University of Michigan, Ann Arbor; Yang Chen, University of Michigan
11:05 AM Floor Discussion
 
 

163 * !
Tue, 8/10/2021, 10:00 AM - 11:50 AM Virtual
Understanding a Data-Rich Universe with Data-Driven Approaches — Topic-Contributed Panel
Section on Physical and Engineering Sciences, Section on Statistical Learning and Data Science, Astrostatistics Special Interest Group
Organizer(s): Joshua Shen Speagle, University of Toronto
Chair(s): Joshua Shen Speagle, University of Toronto
10:05 AM Understanding a Data-Rich Universe with Data-Driven Approaches
Panelists: Boris Leistedt, Imperial College London
Aarya Patil, University of Toronto
Stephen Portillo, University of Washington
Miles Cranmer, Princeton University
Kaisey Mandel, University of Cambridge
11:40 AM Floor Discussion
 
 

314 * !
Wed, 8/11/2021, 3:30 PM - 5:20 PM Virtual
Statistical Challenges in Cosmology — Topic-Contributed Papers
Section on Nonparametric Statistics, Astrostatistics Special Interest Group, Section on Statistical Learning and Data Science, Section on Physical and Engineering Sciences
Organizer(s): Collin A Politsch, Carnegie Mellon University
Chair(s): Jessi J. Cisewski-Kehe, University of Wisconsin-Madison
3:35 PM Three-Dimensional Cosmography of the High Redshift Universe Using Intergalactic Absorption
Collin A Politsch, Carnegie Mellon University; Jessi J. Cisewski-Kehe, University of Wisconsin-Madison; Rupert Croft, Carnegie Mellon University; Larry Wasserman, Carnegie Mellon University
3:55 PM Stratified Learning: a general-purpose statistical method for improved learning under Covariate Shift
Maximilian Autenrieth, Imperial College London; David A van Dyk, Imperial College London; Roberto Trotta, Imperial College London, International School for Advanced Studies (Trieste); David C Stenning, Simon Fraser University
4:15 PM Cosmological Parameter Inference in Photometric Surveys: An Inverse Problem
Markus Michael Rau, Carnegie-Mellon-University
4:35 PM Learning to Predict Structure Formation in the Universe Presentation
Yin Li, Flatiron Institute
4:55 PM Discussant: Chad Schafer, Carnegie Mellon University
5:15 PM Floor Discussion
 
 

343 *
Thu, 8/12/2021, 10:00 AM - 11:50 AM Virtual
Astrostatistics Interest Group: Student Paper Award — Topic-Contributed Papers
Astrostatistics Special Interest Group
Organizer(s): Sara Algeri, University of Minnesota
Chair(s): Vinay L. Kashyap, Center for Astrophysics | Harvard & Smithsonian
10:05 AM Dynamical interaction in the stellar cluster -- Evidence from binaries of NGC3532
Lu Li, Shanghai Astronomical Observatory, CAS; Zhengyi Shao, Shanghai Astronomical Observatory, Chinese Academy of Sciences
10:25 AM X-Ray-to-Radio Offset Inference from Low-Count X-Ray Jets
Karthik Reddy Solipuram, UMBC; Markos Georganopoulos, UMBC; Eileen T. Meyer, UMBC
10:45 AM Assessment of Supervised Machine Learning for Atmospheric Retrieval of Exoplanets
Matthew Conor Nixon, Institute of Astronomy, University of Cambridge; Nikku Madhusudhan, Institute of Astronomy, University of Cambridge
11:05 AM GHOST: Using Only Host Galaxy Information to Accurately Associate and Distinguish Supernovae
Alexander Thomas Gagliano, University of Illinois at Urbana-Champaign
11:25 AM Floor Discussion
 
 

363 * !
Thu, 8/12/2021, 12:00 PM - 1:50 PM Virtual
Astrostatistics: Telling the Story of Our Galaxy and Beyond — Invited Papers
SSC (Statistical Society of Canada), Astrostatistics Special Interest Group
Organizer(s): Derek Bingham, Simon Fraser University
Chair(s): Derek Bingham, Simon Fraser University
12:05 PM Bayesian Inference for Old Star Clusters: studying coverage probabilities through repeated simulation
Gwendolyn Eadie, University of Toronto; Jeremy Webb, University of Toronto; Jeffrey Rosenthal, University of Toronto
12:30 PM Inferring Black Hole and Neutron Star Properties Using Astronomical Time Series
Daniela Huppenkothen, SRON Netherlands Institute for Space Research
12:55 PM Challenges for the Burgeoning Field of Gravitational Wave Astronomy Presentation
Jess McIver, The University of British Columbia
1:20 PM Hunting for Exoplanets Around Active Stars
David C Stenning, Simon Fraser University
1:45 PM Floor Discussion