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Fitting Statistical models to data with many more variables than ...

Fitting Statistical models to data with many more variables than ...

Fitting Statistical models to data with many more variables than ...

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Example 1: St Jude’s Leukaemia <strong>data</strong>p = 44,000 “genes” or >500,000 probes(Affymetrix U133A/B) n = 104 samples 6 leukaemia subtypesResults44,000 “genes” 6-gene classification model Cross-validated error < 5%500,000 probes 5–probe classification model Cross-validated error < 4%

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