Papers involving RandomFields and co-authored by M. Schlather

Description

Here, an overview is given over the papers co-authored by M. Schlather that involve RandomFields.

Author(s)

Martin Schlather, schlather@math.uni-mannheim.de http://ms.math.uni-mannheim.de/de/publications/software;

References

• Gneiting, T., Kleiber, W. and Schlather, M. (2010) Matern cross-covariance functions for multivariate random fields J. Amer. Statist. Assoc. 105, 1167-1177.

  See GKS11 for the code.

• Gneiting, T., Sevcikova, H., Percival, D.B., Schlather, M., Jiang, Y. (2006) Fast and Exact Simulation of Large Gaussian Lattice Systems in R2: Exploring the Limits. J. Comput. Graph. Stat., 15, 483-501.

  See GSPSJ06 for the code.

• Scheuerer, M. and Schlather, M. (2012) Covariance Models for Random Vector Fields. Stochastic Models, 82, 433-451.

  See SS12 for the code.

• Schlather, M. (2002) Models for stationary max-stable random fields. Extremes 5, 33-44.

  See S02 for the code.

• Schlather, M. (2010) On some covariance models based on normal scale mixtures. Bernoulli, 16, 780-797.

  See S10 for the code.

• Schlather, M., Malinowski, A., Menck, P.J., Oesting, M. and Strokorb, K. (2015) Analysis, simulation and prediction of multivariate random fields with package RandomFields. Journal of Statistical Software, 63 (8), 1-25, url = ‘http://www.jstatsoft.org/v63/i08/’,

  See ‘multivariate_jss’ for the vignette.

• Strokorb, K., Ballani, F. and Schlather, M. (2014) In Preparation.

  See SBS14 for the code.

See Also

weather, GSPSJ06, SS12, S02, S10, jss14

Examples

# for examples, see the specific papers.

Results

R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(RandomFields)
Loading required package: sp
Loading required package: RandomFieldsUtils
This is RandomFieldsUtils Version: 0.2.1
This is RandomFields Version: 3.1.16

Attaching package: 'RandomFields'

The following object is masked from 'package:RandomFieldsUtils':

    RFoptions

The following objects are masked from 'package:base':

    abs, acosh, asin, asinh, atan, atan2, atanh, cos, cosh, exp, expm1,
    floor, gamma, lgamma, log, log1p, log2, logb, max, min, round, sin,
    sinh, sqrt, tan, tanh, trunc

> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/RandomFields/papers.Rd_%03d_medium.png", width=480, height=480)
> ### Name: papers
> ### Title: Papers involving 'RandomFields' and co-authored by M. Schlather
> ### Aliases: papers
> ### Keywords: spatial
> 
> ### ** Examples
> 
> # for examples, see the specific papers.
> ## Don't show: 
> FinalizeExample()
> ## End(Don't show)
> 
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>