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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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Detalles Bibliográficos
Autores principales: Li, Lei, Vidyashankar, Anand N., Diao, Guoqing, Ahmed, Ejaz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514831/
https://www.ncbi.nlm.nih.gov/pubmed/33267062
http://dx.doi.org/10.3390/e21040348