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Rrrrr-Project

  • RWiki
  • Wikibooks GNU R
  • Befehle-Index GNU R
  • Quick-R
  • R-bloggers
  • crantastic community site for R packages where you can search for, review and tag CRAN packages.

Introductions

  • R Programming for Life Scientists
  • CSIRO An introduction to R: software for statistical modelling and computing, course notes
  • Hugh C. Pumphrey A brief Introduction to R
  • Manuals, tutorials, etc. provided by users of R Contributed Documentation
  • Paul Murrell's Home Page
  • R Tutorials
  • A short course in R

Graphics

  • Sebastian Walter: Seminar talk Plotting with R
  • RGraphGallery Enhance your data visualization with R
  • RGraphGallery Graphics List
  • R Wiki - Graph Gallery
  • R Graphics Gallery
  • R Graphical Manual

Hydrology

  • Hydrological data analysis and modelling RWiki
  • hydroTSMTime series management, analysis and interpolation for hydrological modelling

Meteorology / Forecast

  • R-Package ProbForecastGOP Probabilistic weather forecast using the GOP method
  • R-Package BMA Bayesian Model Averaging
  • R-Package ensembleBMAProbabilistic Forecasting using Ensembles and Bayesian Model Averaging Manual:
  • Forecast verification utilities Package verification

Spatial Data & Geostatistics

  • spatial-analyst.net non-commercial website intended for users interested in advanced use of geocomputational tools
  • Spatial data in R Package sp
  • Geographic analysis and modeling with raster data raster
  • CRAN Task View: Analysis of Spatial Data
  • R Spatial Projects
  • Workshop Analysing spatial point patterns in 'R'
  • SPATSTAT Open source software for spatial statistics
  • geoR: A package for geostatistical data analysis using the R software. Diggle, Peter J. & Ribeiro Jr, Paulo Justiniano (2006): Model-based Geostatistics. Springer Series in Statistics
  • Multivariable geostatistical modelling, prediction and simulation Gstat
  • Software for generalised linear spatial models geoRglm
  • fields: Tools for spatial data. Interpolation methods
  • constrainedKriging: Constrained, covariance-matching constrained and universal point or block kriging
  • RandomFields: Simulation and Analysis of Random Fields
  • Reinhard Furrer Robust Geostatistics
  • Course: Introduction to Geostatistics and some Preliminaries
  • Course: Einführung in die Geostatistik

GIS & Maps

  • rgdal Bindings for the Geospatial Data Abstraction Library
  • shapefiles Read and Write ESRI Shapefiles
  • maptools Tools for reading and handling spatial objects
  • maps Draw Geographical Maps
  • mapproj Map Projections
  • mapdata Extra Map Databases
  • PBSmapping Mapping Fisheries Data and Spatial Analysis Tools

Climate Analysis

  • RClim R software for CLIMate analysis
  • R-Package clim.pact Climate analysis and empirical-statistical downscaling (ESD) package for monthly and daily data
  • R-Package CLIMATOL Some Tools for Climatology: series homogenization, plus windrose and Walter&Lieth diagrams
  • R-Package seas Seasonal analysis and graphics, especially for climatology
  • Christoph Frei, David Masson: Analysis of Climate and Weather Data Master Course, ETH Zürich, Institute for Atmospheric and Climate Science

Data

  • R-Package ncvar High-level R Interface to NetCDF Datasets.
  • R-Package RNetCDF R Interface to NetCDF Datasets
  • R-Package ncdf Interface to Unidata netCDF data files

Extreme Value Analysis

  • Software for Statistics of Weather and Climate Extremes
  • R-Package (with user interface) extRemes: Extreme value toolkit
  • R-Package ismev An Introduction to Statistical Modeling of Extreme Values. Functions to support the computations carried out in ‘An Introduction to Statistical Modeling of Extreme Values’ by Stuart Coles.
  • R-Package evd Functions for extreme value distributions
  • R-Package evir Extreme Values in R
  • R-Package evdbayes Bayesian Analysis in Extreme Value Theory

Copula

  • R-Package: Multivariate dependence with copulas copula
  • R-Package: Rmetrics - Dependence Structures with Copulas fCopulae

Time series analysis

  • An R Time Series Tutorial
  • Statistics in R Time Series
  • Richard Chandler: Trend analysis for the environmental sciences - a review
  • CRAN Task View Time Series Analysis
  • CRAN Task View Empirical Finance

Wavelets

  • A package of funtions for computing wavelet filters, wavelet transforms and multiresolution analyses wavelets
  • Basic wavelet routines for one-, two- and three-dimensional signal processing waveslim Gencay, Selcuk and Whitcher (2001) An Introduction to Wavelets and Other Filtering Methods in Finance and Economics
  • Insightful Wavelet Methods for Time Series Analysis wmtsa Software to book Wavelet Methods for Time Series Analysis, Donald B. Percival and Andrew T. Walden, Cambridge University Press, 2000
  • R-Bloggers Wavelet Spectrogram Non-Stationary Financial Time Series analysis using R (TTR/Quantmod/dPlR) with USDEUR

Statistical Analysis

  • Julian J. Faraway: Practical Regression and Anova using R
  • John Fox's Home Page: Information about linear models, regression, etc., Companiona software to book: "An R and S-PLUS Companion to Applied Regression"

Contact

 

E-mail:
 		 Bastian.Klein(at)rub.de