ModelDataComp: Model-Data Comparison

Metrics and plots for model-data comparison. The package provides functions to 1) compute model performance metrics (function ObjFct), to 2) fit empirical models to data (function MultiFit), and to 3) make model-data comparison plots (functions ScatterPlot, plot.ObjFct with barplots and scatterplots of objective functions, TaylorPlot, WollMilchSauPlot to plot means, distributions and correlations between observations and models).

Author
Matthias Forkel <matthias.forkel@geo.tuwien.ac.at> [aut, cre]
Date of publication
2016-11-18 13:08:39
Maintainer
Matthias Forkel <matthias.forkel@geo.tuwien.ac.at>
License
GPL-2
Version
1.0
URLs

View on R-Forge

Man pages

AllEqual
Check if all values in a vector are the same
FitLogistic
Fit logistic functions
GetCommonExtent
get the common extent of different rasterLayers
Logistic
Logistic function
MakeFig
fig positions for graphics
MinMaxNorm
Normalize to a range
ModelDataComp-package
Model-Data Comparison
MultiFit
Multiple fits
ObjFct
Objective functions
ObjFct2Text
Convert objective functions to text
plot.ObjFct
Plot objective functions
predict.FitLogistic
Predict method for logistic function fits
print.ObjFct
Print objective functions
RandomLHSPar
Latin-hypercube sampling of parameters
ScatterPlot
Enhanced scatterplot with fitting lines
SelectQuantiles
Select values around quantiles
TaylorPlot
Plot a Taylor diagram
WollMilchSauPlot
Compare means, distributions, and correlations of different...

Files in this package

ModelDataComp/DESCRIPTION
ModelDataComp/NAMESPACE
ModelDataComp/R
ModelDataComp/R/AllEqual.R
ModelDataComp/R/FitLogistic.R
ModelDataComp/R/GetCommonExtent.R
ModelDataComp/R/Logistic.R
ModelDataComp/R/MakeFig.R
ModelDataComp/R/MinMaxNorm.R
ModelDataComp/R/MultiFit.R
ModelDataComp/R/ObjFct.R
ModelDataComp/R/RandomLHSPar.R
ModelDataComp/R/ScatterPlot.R
ModelDataComp/R/SelectQuantiles.R
ModelDataComp/R/TaylorPlot.R
ModelDataComp/R/WollMilchSauPlot.R
ModelDataComp/R/plot.ObjFct.R
ModelDataComp/man
ModelDataComp/man/AllEqual.Rd
ModelDataComp/man/FitLogistic.Rd
ModelDataComp/man/GetCommonExtent.Rd
ModelDataComp/man/Logistic.Rd
ModelDataComp/man/MakeFig.Rd
ModelDataComp/man/MinMaxNorm.Rd
ModelDataComp/man/ModelDataComp-package.Rd
ModelDataComp/man/MultiFit.Rd
ModelDataComp/man/ObjFct.Rd
ModelDataComp/man/ObjFct2Text.Rd
ModelDataComp/man/RandomLHSPar.Rd
ModelDataComp/man/ScatterPlot.Rd
ModelDataComp/man/SelectQuantiles.Rd
ModelDataComp/man/TaylorPlot.Rd
ModelDataComp/man/WollMilchSauPlot.Rd
ModelDataComp/man/plot.ObjFct.Rd
ModelDataComp/man/predict.FitLogistic.Rd
ModelDataComp/man/print.ObjFct.Rd