Cross-validated misclassification errors in prediction from the risk model estimated by each method in the RV144 trial (with 95% bootstrap confidence intervals)
| . | Method . | ||||
|---|---|---|---|---|---|
| Impute . | BISS w LASSO . | Direct w LASSO . | NoSel . | ||
| |${\pi }$|=0.6 . | |${\pi}$|=0.75 . | |${\pi}$|=0.9 . | |||
| Para | 0.0061 | 0.0058 | 0.0057 | 0.0065 | 0.0064 |
| (0.0047–0.0071) | (0.0047–0.0075) | (0.0047–0.0074) | (0.0053–0.0082) | (0.0046–0.0072) | |
| Nonpara | 0.0064 | 0.0062 | 0.0069 | 0.0067 | 0.0064 |
| (0.0050–0.0082) | (0.0050–0.0079) | (0.0051–0.0081) | (0.0051–0.0081) | (0.0045–0.0070) | |
| Mice | 0.0068 | 0.0059 | 0.0073 | 0.0064 | 0.0063 |
| (0.0049–0.0078) | (0.0047–0.0076) | (0.0051–0.0084) | (0.0050–0.0075) | (0.0046–0.0072) | |
| . | Method . | ||||
|---|---|---|---|---|---|
| Impute . | BISS w LASSO . | Direct w LASSO . | NoSel . | ||
| |${\pi }$|=0.6 . | |${\pi}$|=0.75 . | |${\pi}$|=0.9 . | |||
| Para | 0.0061 | 0.0058 | 0.0057 | 0.0065 | 0.0064 |
| (0.0047–0.0071) | (0.0047–0.0075) | (0.0047–0.0074) | (0.0053–0.0082) | (0.0046–0.0072) | |
| Nonpara | 0.0064 | 0.0062 | 0.0069 | 0.0067 | 0.0064 |
| (0.0050–0.0082) | (0.0050–0.0079) | (0.0051–0.0081) | (0.0051–0.0081) | (0.0045–0.0070) | |
| Mice | 0.0068 | 0.0059 | 0.0073 | 0.0064 | 0.0063 |
| (0.0049–0.0078) | (0.0047–0.0076) | (0.0051–0.0084) | (0.0050–0.0075) | (0.0046–0.0072) | |
Cross-validated misclassification errors in prediction from the risk model estimated by each method in the RV144 trial (with 95% bootstrap confidence intervals)
| . | Method . | ||||
|---|---|---|---|---|---|
| Impute . | BISS w LASSO . | Direct w LASSO . | NoSel . | ||
| |${\pi }$|=0.6 . | |${\pi}$|=0.75 . | |${\pi}$|=0.9 . | |||
| Para | 0.0061 | 0.0058 | 0.0057 | 0.0065 | 0.0064 |
| (0.0047–0.0071) | (0.0047–0.0075) | (0.0047–0.0074) | (0.0053–0.0082) | (0.0046–0.0072) | |
| Nonpara | 0.0064 | 0.0062 | 0.0069 | 0.0067 | 0.0064 |
| (0.0050–0.0082) | (0.0050–0.0079) | (0.0051–0.0081) | (0.0051–0.0081) | (0.0045–0.0070) | |
| Mice | 0.0068 | 0.0059 | 0.0073 | 0.0064 | 0.0063 |
| (0.0049–0.0078) | (0.0047–0.0076) | (0.0051–0.0084) | (0.0050–0.0075) | (0.0046–0.0072) | |
| . | Method . | ||||
|---|---|---|---|---|---|
| Impute . | BISS w LASSO . | Direct w LASSO . | NoSel . | ||
| |${\pi }$|=0.6 . | |${\pi}$|=0.75 . | |${\pi}$|=0.9 . | |||
| Para | 0.0061 | 0.0058 | 0.0057 | 0.0065 | 0.0064 |
| (0.0047–0.0071) | (0.0047–0.0075) | (0.0047–0.0074) | (0.0053–0.0082) | (0.0046–0.0072) | |
| Nonpara | 0.0064 | 0.0062 | 0.0069 | 0.0067 | 0.0064 |
| (0.0050–0.0082) | (0.0050–0.0079) | (0.0051–0.0081) | (0.0051–0.0081) | (0.0045–0.0070) | |
| Mice | 0.0068 | 0.0059 | 0.0073 | 0.0064 | 0.0063 |
| (0.0049–0.0078) | (0.0047–0.0076) | (0.0051–0.0084) | (0.0050–0.0075) | (0.0046–0.0072) | |
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