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- W2105260721 abstract "In microarray studies, an important problem is to compare a predictor of disease outcome derived from gene expression levels to standard clinical predictors. Comparing them on the same dataset that was used to derive the microarray predictor can lead to results strongly biased in favor of the microarray predictor. We propose a new technique called ``pre-validation'' for making a fairer comparison between the two sets of predictors. We study the method analytically and explore its application in a recent study on breast cancer." @default.
- W2105260721 created "2016-06-24" @default.
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- W2105260721 date "2002-01-22" @default.
- W2105260721 modified "2023-09-24" @default.
- W2105260721 title "Pre-validation and inference in microarrays" @default.
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- W2105260721 doi "https://doi.org/10.2202/1544-6115.1000" @default.
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