Steve Horvath's classification of data analysis
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DATA
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OLD |
NEW |
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METHODS
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Old Methods, Old Data Example: unify current methods Required skills: interest in theory Title: Mathematician |
Old Methods, New Data Example: case-control to candidate genes Required skills: data collection, handling Title: Epidemiologist |
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NEW |
New Methods, Old Data Example: handle missing data Required skills: solid statistics know-how Title: Statistician |
New Methods, New Data Example: microarray data Required skills: computing, statistics, biochemistry Title: jack-of-all-trades (bioinformatician?) |
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