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RandomFields (version 1.3.27)

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

415

Version

1.3.27

License

GPL Version 2 or later.

Maintainer

Martin Schlather

Last Published

February 15th, 2017

Functions in RandomFields (1.3.27)

CondSimu

Conditional Simulation
CheckAndComplete

Validity of a covariance model
sleep.milli

Sleep
eval.parameters

Interactive menu
Readline

Read a Line
getactions

Get input behaviour
Locator

Graphical Input
GetPracticalRange

Determination of the practical range
RandomFields

Simulation and Analysis of Random Fields
parampositions

Position of the parameters
RFparameters

Control Parameters
userinput

General input function
CheckXT

Internal functions -- do not use them directly
Dev

Choosing the device
host

System calls
FileExists

Files
ShowModels

Interactive Choice of Models and Parameters
regression

Regression plot
SimulateRF

Simulation of Random Fields
fitvario

LSQ and Maximum Likelihood Estimation of Random Field Parameters
DeleteRegister

Deleting Intermediate Results
GaussRF

Gaussian Random Fields
parameter.range

Range of model specific parameters
Kriging

Kriging methods
GetRegisterInfo

Internal information
hurst

Hurst coefficient
fractal.dim

fractal dimension
useraction

Set input behaviour
EmpiricalVariogram

Empirical (Semi-)Variogram
CovarianceFct

Covariance And Variogram Models
RFMethods

Simulation Techniques
MaxStableRF

Max-Stable Random Fields
soil

Soil data of North Bavaria, Germany