Smoothing and discriminating MAP data

Cubic B-Splines are used to approximate mean ambulatory blood pressure data and the fitted coefficients serve as discretization of the curves. A rank based method is proposed to predict Test Set A. A double cross validation approach is proposed to predict Test Set B.