Abstract The number of data points digitally recorded spectra have been limited by the multichannel detectors employed, which sometimes impedes precise characterization spectral peak shape. Here we describe a methodology to increase as well signal-to-noise (S/N) ratio applying Bayesian super-resolution in analysis spectroscopic data. In our present method, first, hyperparameters for are determi...