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Figure 1.

Two Patient Subgroups with Overlapping Survival Times

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Figure 2.

Comparison of the Survival Curves of the “Low-Risk” and “High-Risk” Groups

These were obtained by applying nearest shrunken centroids to the DLBCL test data. Patients in the training data were assigned to either the “low-risk” or “high-risk” group depending on whether or not their survival time was greater than the median survival time of all the patients.

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Figure 3.

Comparison of the Survival Curves Resulting from Applying Two Different Clustering Methods to the DLBCL Data

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Figure 4.

Comparison of the Survival Curves Resulting from Applying Two Different Clustering Methods to the DLBCL Data

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Figure 5.

Survival Curves for Clusters Derived from the DLBCL Data

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Figure 6.

Plot of Survival Versus the Predictor υ̂I for the DLBCL Data

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Table 1.

Supervised Principal Components Applied to Breast Cancer Data

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Table 2.

Comparison of the Different Methods on Four Datasets

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Table 3.

Comparison of the Different Methods on Our Simulated Data

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Table 4.

Comparison of the Different Methods on Our Simulated Data

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