Creates a DHARMa object

getDharmaResiduals(model, parMatrix, numSamples, observed, error, plot = TRUE)

Arguments

model

function that calculates model predictions for a given parameter vector

parMatrix

a parameter matrix from which the simulations will be generated

numSamples

the number of samples

observed

a vector of observed values

error

function with signature f(mean, par) that generates error expectations from mean model predictions. Par is a vector from the matrix with the parameter samples (full length). f needs to know which of these parameters are parameters of the error function

plot

logical, determining whether the simulated residuals should be plotted