Three Aspects of Biostatistical Learning Theory

In the present dissertation we consider three classical problems in biostatistics and statistical learning - classification, variable selection and statistical inference. Chapter 2 is dedicated to multi-class classification. We characterize a class of loss functions which we deem relaxed Fisher co...

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Bibliographic Details
Main Author: Neykov, Matey
Other Authors: Cai, Tianxi
Format: Others
Language:en
Published: Harvard University 2015
Subjects:
Online Access:http://nrs.harvard.edu/urn-3:HUL.InstRepos:17467395