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