Bayesian nonparametric models for peak identification in MALDI-TOF mass spectroscopy

Leanna L. House, Merlise A. Clyde, Robert L. Wolpert

We present a novel nonparametric Bayesian approach based on Lévy Adaptive Regression Kernels (LARK) to model spectral data arising from MALDI-TOF (Matrix Assisted Laser Desorption…