Abstract The question of association between outcome and feature is generally framed in the context a model based on functional distributional forms. Our motivating application that identifying serum biomarkers angiogenesis, energy metabolism, apoptosis inflammation, predictive recurrence after lung resection node-negative non-small cell cancer patients with tumour stage T2a or less. We propose...