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