ModelDataComp-package {ModelDataComp} | R Documentation |
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).
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
Matthias Forkel <matthias.forkel@geo.tuwien.ac.at> [aut, cre]