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The curse of Dimensionality

Domino Data Lab

Guest Post by Bill Shannon, Founder and Managing Partner of BioRankings. In this blog we show what the changes in behavior of data are in high dimensions. In our next blog we discuss how we try to avoid these problems in applied data analysis of high dimensional data. Danger of Big Data. Big data is the rage. P >> N) ).

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Manage the Demand of Stress Testing in Financial Services

Cloudera

Simudyne, a Cloudera partner, provides software that makes it easy for institutions to create the models and run the simulations and scenarios they need to better predict and anticipate events including economic and market events. In general, traditional models have universally failed to predict unusual behavior over the last century.

Testing 90
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Analyzing Large P Small N Data – Examples from Microbiome

Domino Data Lab

Guest Post by Bill Shannon, Founder and Managing Partner of BioRankings. These technologies have been described as the ‘universal detection’ of molecules in cells, tissue, or organisms in an unbiased and un-targeted way [1]. Introduction. the entire genome, the amounts of metabolites, the composition of the microbiome). Antimicrobial.