Nonparametric Inference for High Dimensional Data

Learning from data, especially ‘Big Data’, is becoming increasingly popular under names such as Data Mining, Data Science, Machine Learning, Statistical Learning and High Dimensional Data Analysis. In this dissertation we propose a new related field, which we call ‘United Nonparametric Data Science’...

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Bibliographic Details
Main Author: Mukhopadhyay, Subhadeep
Other Authors: Parzen, Emanuel
Format: Others
Language:en
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/1969.1/149430