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Invited Paper Session

Inference and discovery in complex large high-dimensional data

Wed, Aug 9, 2:00 PM

Regina LiuChair

IMS

4 Presentations

New degrees-of-freedom adjustments for debiasing in high dimensions: beyond Gaussian designs and IID samples

2:05 PM - 2:30 PM

Pragya Sur (Harvard University)

Optimal Nonparametric Testing of Missing Completely At Random, and Its Connections to Compatibility

2:30 PM - 2:55 PM

Richard Samworth

Co-authors: Thomas Berrett (University of Warwick)

Unraveling blackboxes in Data Science - Repro Samples Method for Uncertainty Quantification in Irregular Inference Problems

2:55 PM - 3:20 PM

Minge Xie (Rutgers, The State University of NJ)

Likelihood-Free Frequentist Inference: Confidence Sets with Correct Conditional Coverage

3:20 PM - 3:45 PM

Co-authors: Ann Lee (Carnegie Mellon University)

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