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Dimension reduction and shrinkage methods for high dimensional disease risk scores in historical data

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Background: Multivariable confounder adjustment in comparative studies of newly marketed drugs can be limited by small numbers of exposed patients and even fewer outcomes. Disease risk scores (DRSs) developed in historical compar... ...