Function reference
-
road_data - Example data for deweather
Build
Functions to test and build deweather models
-
testMod() - Function to test different meteorological normalisation models.
-
buildMod() - Function to apply meteorological normalisation
Examine
Functions to visualise or otherwise examine buildMod() outputs
-
plot2Way() - Plot two-way interactions from gbm model
-
plotInfluence() - Plot a GBM influence plot
-
plotPD() - Function to plot partial dependence plots with bootstrap uncertainties
-
gbmInteractions() - Quantify most important 2-way interactions
Predict
Functions to use deweather models to predict air pollution concentrations
-
metSim() - Function to run random meteorological simulations on a gbm model
Utility
Other assorted functions to support deweather
-
prepData() - Function to prepare data frame for modelling
-
diurnalGbm() - Plot diurnal changes, removing the effect of meteorology