Function to calculate the posterior distribution of the parameters used in the drawdown calculations with analytical models.
posterior(par, ptest, model, prior.pdf, prior.parameters)
| par | A numeric vector with the values of the drawdown model parameters. |
|---|---|
| ptest | A pumping_test object. |
| model | A character string specifying the model used in the parameter estimation. |
| prior.pdf | A character vector with the names of the probability density functions for each parameters. Currently only 'unif' and 'norm' are supported. |
| prior.parameters | A matrix with the parameters of the probability density functions. If the pdf is 'unif' then the min and max must be specified, whereas in the case of a normal distribution the mean and standard deviation. |
A numeric value with the sum of the logarithms of the posterior distributions
Other amcmc_auxiliary_function functions: prior,
proposalfunction_cov,
proposalfunction,
run_adap_metropolis_MCMC