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Abstract Details

Activity Number: 83
Type: Invited
Date/Time: Sunday, July 30, 2017 : 8:30 PM to 10:30 PM
Sponsor: Section on Statistical Learning and Data Science
Abstract #324446
Title: Generalized Fiducial Inference for Nonparametric Function Estimation
Author(s): Randy C.S. Lai*
Companies: University of Maine
Keywords: RKHS ; nonparametric function estimation ; GFI
Abstract:

Generalized fiducial inference (GFI) is a relatively new approach for conducting statistical inference and performing uncertainty quantification, although its original form was introduced by Fisher back in the 1930s. In this project, we describe an alternative technique to investigate nonparametric function estimation problems in the GFI framework via reproducing kernel Hilbert space (RKHS).


Authors who are presenting talks have a * after their name.

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