Simulated data and functions to synthesis data objects
travel_data_sim
Simulated travel data
travel_data_template
Generalized template for travel data
mobility_matrices
Example data matrices required by gravity functions
gravity_priors
Example priors for gravity model
get_stay_data()
Make data set of travel and stays
get_mob_matrix()
Get mobility matrix from longform data
get_distance_matrix()
Build distance matrix from XY coordinates
get_pop_vec()
Get unique origin and destination names
Fitting, summarizing, and checking mobility model objects.
fit_gravity()
Fit gravity model to movement matrix
fit_jags()
Fit Bayesian model using MCMC
fit_mobility()
Fit full mobility model to movement matrix
fit_prob_travel()
Estimate probability of travelling outside origin
summarize_mobility()
Calculate summary statistics for a mobility model
check_mobility()
Check goodness of fit of a mobility model
Simulating mobility models and their components.
sim_gravity()
Simulate connectivity values using gravity model
sim_mobility()
Simulate a full mobility model
sim_param()
Simulate parameter values
sim_prob_travel()
Simulate probability of leaving origin
get_admin_level()
Find the lowest admin unit
get_beta_params()
Get parameters of Beta distribution
get_crossdist()
Get distance matrix for two different set of coordinates
get_gamma_params()
Get parameters of Gamma distribution
get_unique_coords()
Get unique coordinates
get_unique_ids()