Package index • nomad

Nomad model

Creation of a nomad model

nomad_ensemble(): Create an ensemble of nomad models
nomad_model(): Create nomad_model
nomad_model_: R6 Class for mobility models
nomad_remove_model_data(): Remove mobility data that mobility model was trained on

Predicting from, summarizing, and checking mobility model objects

print(<nomad_model>): Print 'nomad_model' class
plot(<nomad_model>): Plot model fit checks for 'nomad_model' class
summary(<nomad_model>): Calculate summary statistics for 'nomad_model' class
predict(<nomad_model>): Prediction and simulation method for 'nomad_model' class
residuals(<nomad_model>): Extract model residuals 'nomad_model' class
check(): Check goodness of fit for 'nomad_model' class
mobility_metrics(): Summarise predicted mobility matrices
uncertainty_summary(): Summarise uncertainty metrics
uncertainty_matrices(): Select representative uncertainty matrices
plot_uncertainty(): Plot representative uncertainty matrices
compare_models(): Compare two mobility models interactively
nomad_ensemble(): Create an ensemble of nomad models
predict(<nomad_ensemble>): Predict from a nomad model ensemble
prediction_difference(): Compare two prediction matrices
plot_prediction_difference(): Plot the difference between prediction matrices

Mobility database and Mobility Models database

Functions to fetch population sizes