sentence1: we sample the posterior distribution of the parameter space using markov chain monte carlo methods , and generating mcmc chains through the publicly available mcmc sampler cosmomc .
sentence2: we sample the posterior distribution of the cosmological parameters by making use of markov chain monte carlo methods , through a modified version of the publicly available mcmc sampler cosmomc .