Robust Inference after Random Projections via Hellinger Distance for Location-Scale Family

Big data and streaming data are encountered in a variety of contemporary applications in business and industry. In such cases, it is common to use random projections to reduce the dimension of the data yielding compressed data. These data however possess various anomalies such as heterogeneity, outl...

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Bibliographic Details
Main Authors: Lei Li, Anand N. Vidyashankar, Guoqing Diao, Ejaz Ahmed
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/4/348