Online Program Home
My Program

Abstract Details

Activity Number: 441 - Recent Advances in Nonparametric Statistics
Type: Invited
Date/Time: Wednesday, July 31, 2019 : 8:30 AM to 10:20 AM
Sponsor: IMS
Abstract #300332 Presentation
Title: Linear Classification and the Manski Model
Author(s): Ya'acov Ritov* and Debarghya of Mukherjee and Moulinath of Banerjee
Companies: university of michigan and university of michigan and university of michigan
Keywords: Manksi model; Choice; Classifiers; High dimension

We present the Manski model for choice function and discuss the rate of convergence of the linear classifier vector of parameters in high dimension space. We find the dependency of the rate on the dimension both in high and ultra-high dimensions.

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

Back to the full JSM 2019 program