compare: Compare the goodness of fit of multiple mobility models
In COVID-19-Mobility-Data-Network/mobility: Tools for Analyzing Human Mobility Data

Description Usage Arguments Value Author(s) See Also Examples

Given two or more mobility.model objects, this function will parse out model information and goodness of fit metrics produced by the check function and return them side by side for comparison.

1	compare(object)

object

a list of mobility.model objects

a dataframe where the rows contain basic model information along with goodness of fit metrics for each model

John Giles

Other model: check(), fit_jags(), fit_prob_travel(), mobility(), predict(), residuals(), summary()

mods <- list(
  mobility(data=mobility_matrices, model='gravity', type='power', DIC=TRUE),
  mobility(data=mobility_matrices, model='radiation', type='basic'),
  mobility(data=mobility_matrices, model='departure-diffusion', type='power', DIC=TRUE)
)

compare(mods)