Function for running ABC simulations in parallel on all cores.
Function for running ABC simulations in parallel on all cores. This function simply carries out the runs. No post-processing (including rejection) is carried out.
The number of ABC simulations to be carried out
Function returing a single simulated parameter value from a prior
Function that takes a single parameter value and runs a forward simulation from the model, then computes distance of output from a target data set
The collection of generated parameters together with their simulated distances from a target data set
Generate some basic diagnostics associated with an ABC run.
Generate some basic diagnostics associated with an ABC run. Called purely for the side effect of generating output on the console.
Collection of runs (and distances) such as generated
from run
Functions for parameter inference using ABC (and ABC-SMC) methods