npp97 / pNUK73

A Metropolis-Hastings MCMC implementation that fits a simple Monod model to a bacterial growth curve

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pNUK73 provides a simple Metropolis-Hastings MCMC method to estimate growth kinetic parameters (mu, Ks, rho) that fit growth curves measured as bacterial optical densities. It also implements a data cloning algorithm [Lele et al. (2007), Lele et al. (2010)] to assess the identifiability of the parameters.

Latest article using pNUK73

Positive selection and compensatory adaptation interact to stabilize non-transmissible plasmids. A. San Millan, R. Peña-Miller, M. Toll-Riera, Z.V. Halbert, A.R. McLean, B.S. Cooper and R.C. MacLean. Nature Communications (in review).

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A Metropolis-Hastings MCMC implementation that fits a simple Monod model to a bacterial growth curve


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