ModelDataComp-package {ModelDataComp}R Documentation

Model-Data Comparison

Description

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).

Details

The DESCRIPTION file:

Package: ModelDataComp
Title: Model-Data Comparison
Version: 1.03
Date: 2020-11-21
Author: Matthias Forkel <matthias.forkel@geo.tuwien.ac.at> [aut, cre]
Maintainer: Matthias Forkel <matthias.forkel@geo.tuwien.ac.at>
Description: 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).
Depends: R (>= 3.2.3), yarrr, raster, plyr, KernSmooth
Imports: fields, lhs, randomForest, rgenoud, foreach, mgcv, plotrix, classInt, quantreg, MASS
License: GPL-2
URL:
LazyLoad: yes
Repository: R-Forge
Repository/R-Forge/Project: greenbrown
Repository/R-Forge/Revision: 116
Repository/R-Forge/DateTimeStamp: 2020-11-21 22:16:08
Date/Publication: 2020-11-21 22:16:08

Index of help topics:

AllEqual                Check if all values in a vector are the same
Col2                    Adds transparency to a colour
CorPlot                 Correlation Matrix Plot
DefaultParL             default 'par' settings for plots
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
ObjFctColours           Class breaks and colours for objective
                        functions
ObjFctRaster            Compute objective functions for raster data
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 datasets
plot.ObjFct             Plot objective functions
predict.FitLogistic     Predict method for logistic function fits
print.ObjFct            Print objective functions

Author(s)

Matthias Forkel <matthias.forkel@geo.tuwien.ac.at> [aut, cre]


[Package ModelDataComp version 1.03 Index]