User manual for NLLSMH: Software implementing a Metropolis-Hastings algorithm for non-linear least squares problems

This report constitutes a user manual for software developed at the National Physical Laboratory. The software generates samples from a Bayesian posterior distribution for parameters of a non-linear model. The Metropolis-Hastings Markov chain Monte Carlo algorithm is used for this purpose.