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RandomFields (version 2.0.45)

Simulation and Analysis of Random Fields

Description

Simulation of Gaussian and extreme value random fields; conditional simulation; kriging

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Version

Install

install.packages('RandomFields')

Monthly Downloads

450

Version

2.0.45

License

GPL

Maintainer

Martin Schlather

Last Published

March 11th, 2011

Functions in RandomFields (2.0.45)

BRmethods

Methods for the simulation of one-dimensional Brown Resnick Processes
Dev

Choosing the device
GetRegisterInfo

Internal information
CheckXT

Internal functions -- do not use them directly
SimulateRF

Simulation of Random Fields
fractal.dim

fractal dimension
EmpiricalVariogram

Empirical (Semi-)Variogram
soil

Soil data of North Bavaria, Germany
Print

Nice print function returning also the names automatically
GetPracticalRange

Determination of the practical range
Changings

Changings
CovarianceFct

Basic Covariance And Variogram Models
Sophisticated Models

Sophicated Covariance And Variogram Models
Kriging

Kriging methods
useraction

Set input behaviour
Forest

Simulation study for Forest data
GaussRF

Gaussian Random Fields
fitvario

LSQ and Maximum Likelihood Estimation of Random Field Parameters
Papers

Code used in the papers co-authored by M. Schlather
RFparameters

Control Parameters
DeleteRegister

Deleting Intermediate Results
MaxStableRF

Max-Stable Random Fields
RandomFields

Simulation and Analysis of Random Fields
RFMethods

Simulation Techniques
FileExists

Files
eval.parameters

Interactive menu
parampositions

Position of the parameters
hurst

Hurst coefficient
getactions

Get input behaviour
CondSimu

Conditional Simulation
regression

Regression plot
Readline

Read a Line
sleep.milli

Sleep
weather

Pressure and temperature forecast errors over the Pacific Northwest
ShowModels

Interactive Choice of Models and Parameters
Locator

Graphical Input
PrintModelList

Information about the implemented covariance models
parameter.range

Range of model specific parameters
host

System calls
userinput

General input function