Foundational Principles for Large-Scale Inference : Illustrations Through Correlation Mining
When can reliable inference be drawn in fue "Big Data" context? This paper presents a framework for answering this fundamental question in the context of correlation mining, wifu implications for general large scale inference. In large scale data applications like genomics, connectomics, a...
| Veröffentlicht in: | Proceedings of the IEEE. Institute of Electrical and Electronics Engineers. - 1998. - 104(2016), 1 vom: 14. Jan., Seite 93-110 |
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| Format: | Aufsatz |
| Sprache: | English |
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2016
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| Zugriff auf das übergeordnete Werk: | Proceedings of the IEEE. Institute of Electrical and Electronics Engineers |
| Schlagworte: | Journal Article Big Data asymptotic regimes correlation estimation correlation mining correlation screening correlation selection graphical models large scale inference purely high dimensional mehr... |