Also of interest from the Proceedings of the National Academy of Sciences

Researchers report an explanation of why variables significantly associated with a particular outcome are not always accurate at predicting that outcome, and introduce a test statistic, the I-score, which correlates with the predictivity of a variable better than does the traditional p-value, and a variable selection method which yielded a comparatively low prediction error of 8% on a breast cancer genomic data set.