Apache Spark solution for rank product

"The 'rank product' is a statistical technique, used for detecting differentially regulated genes in replicated microarray experiments. The technique has achieved widespread acceptance and is now used more broadly, in such diverse fields as RNAi analysis, proteomics, and machine learn...

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Bibliographic Details
Main Author: Parsian, Mahmoud
Format: eBook
Language:English
Published: [Place of publication not identified] O'Reilly 2015
Subjects:
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
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520 |a "The 'rank product' is a statistical technique, used for detecting differentially regulated genes in replicated microarray experiments. The technique has achieved widespread acceptance and is now used more broadly, in such diverse fields as RNAi analysis, proteomics, and machine learning. The 'rank product' technique may be used in ranking users (in social networks) and items (such as Amazon.com). Given large set of genes, users, or items, in this webcast I will present two distinct Spark solutions: (using groupByKey() and combineByKey()) for solving the 'rank product.'"--Resource description page