Large complex data: divide and recombine (D&R) with RHIPE

D&R is a new statistical approach to the analysis of large complex data. The data are divided into subsets. Computationally, each subset is a small dataset. Analytic methods are applied to each of the subsets, and the outputs of each method are recombined to form a result for the entire data. Co...

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Bibliographische Detailangaben
Veröffentlicht in:	Stat (International Statistical Institute) 2012, Vol.1 (1), p.53-67
Hauptverfasser:	Guha, Saptarshi, Hafen, Ryan, Rounds, Jeremiah, Xia, Jin, Li, Jianfu, Xi, Bowei, Cleveland, William S.
Format:	Artikel
Sprache:	eng
Schlagworte:	big data Clusters computer cluster data visualization deep analysis Division Hadoop Mathematical analysis mathematical statistics Methods Parallel processing Programming Risk statistical computing Statistics Visualization
Online-Zugang:	Volltext
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