Bayesian peak-bagging of solar-like oscillators using MCMC: a comprehensive guide

Context. Asteroseismology has entered a new era with the advent of the NASA Kepler mission. Long and continuous photometric observations of unprecedented quality are now available which have stimulated the development of a number of suites of innovative analysis tools.