The prediction philosophy in statistics

Estimation and hypothesis testing have been popular in applied statistical analysis. More recently, emphasis has been placed on prediction. Traditional questions of estimation and hypothesis testing are being reframed as problems of prediction, and as such, the methods and approaches have shifted. The reporting of P values is de-emphasized from the prediction philosophy perspective, and incremental predictive accuracy has become the metric of choice. Ties to individual patient decision making and outcomes research are presented.