Revision fab3d29ef16569604858ee648b9e1f6f7d4a7c96 authored by Martin Schlather on 21 September 2014, 00:00:00 UTC, committed by Gabor Csardi on 21 September 2014, 00:00:00 UTC
1 parent f082dc8
Raw File
multivariate.jss.bib




@Article{SMMOS14,
  author = 	 {M. Schlather and A. Malinowski and P.J. Menck and M. Oesting and K. Strokorb},
  title = 	 {Analysis, Simulation and
Prediction of Multivariate Random Fields with  Package RandomFields},
    journal = 	 {J. Statist. Software},
 year = 	 {2014},
  OPTkey = 	 {},
  OPTvolume = 	 {},
  OPTnumber = 	 {},
  OPTpages = 	 {},
  OPTmonth = 	 {},
 note = 	 {Submitted},
  OPTannote = 	 {}
}



@article{murphy2000profile,
  title={On profile likelihood},
  author={Murphy, Susan A and Van der Vaart, Aad W},
  journal={Journal of the American Statistical Association},
  volume={95},
  number={450},
  pages={449--465},
  year={2000},
  publisher={Taylor \& Francis Group}
}

@Article{spam,
    title = {\pkg{spam}: A Sparse Matrix \proglang{R} Package with Emphasis on MCMC Methods for Gaussian Markov Random Fields},
    author = {R. Furrer and S. R. Sain},
    journal = {Journal of Statistical Software},
    year = 2010,
    volume = 36,
    number = 10,
    pages = {1--25},
    url = {http://www.jstatsoft.org/v36/i10/},
  }
 @Manual{R,
    title = {\proglang{R}: A Language and Environment for Statistical Computing},
    author = {\proglang{R} Core Team},
    organization = {\proglang{R} Foundation for Statistical Computing},
    address = {Vienna, Austria},
    year = {2013},
    url = {http://www.R-project.org/},
  }


@article{hurvich1989regression,
  title={Regression and Time Series Model Selection in Small Samples},
  author={Hurvich, C. M. and Tsai, C.-L.},
  journal={Biometrika},
  volume={76},
  number={2},
  pages={297--307},
  year={1989},
  publisher={Biometrika Trust}
}


@techreport{matheron72,
   author    = {G. Matheron},
   title     = {Le\c{c}on sur les Fonctions Al\'eatoire d'Ordre 2},
   institution = {Ecole des Mines de Paris},
   year      = 1972,
   number    = {C-53},
   URL     = {cg.ensmp.fr/bibliotheque/public/MATHERON\_Cours\_00302.pdf},
   month  = {March}
}


@book{sagaut2008homogeneous,
  title={Homogeneous Turbulence Dynamics},
  author={Sagaut, P. and Cambon, C.},
  year={2008},
  publisher={Cambridge University Press},
  address={Cambridge}
}


@book{chorin1990mathematical,
  title={A Mathematical Introduction to Fluid Mechanics},
  author={Chorin, A. J. and Marsden, J. E.},
  volume={2},
  year={1990},
  publisher={Springer-Verlag},
  address = {New York}
}

@book{patankar1980numerical,
  title={Numerical Heat Transfer and Fluid Flow},
  author={Patankar, S. V.},
  year={1980},
  publisher={Taylor \& Francis Group}
}

@book{kellog1929foundations,
  title={Foundations of Potential Theory},
  author={Kellog, O. D.},
  year={1953},
  publisher={Dover},
  address= {New York}
}


@book{stratton2007electromagnetic,
  title={Electromagnetic Theory},
  author={Stratton, J. A.},
  volume={33},
  year={2007},
  publisher={IEEE Computer Society Press}
}


@Article{scheuerer11,
  author = 	 {M. Scheuerer},
  title = 	 {An Alternative Procedure for Selecting a Good Value for the Parameter $c$ in {RBF}-Interpolation},
  journal = 	 {Advances in Computational Mathematics},
  year = 	 2011,
  volume =	 34,
  pages =	 {105-126}
}

@book{cressie,
   author    = {N. A. C. Cressie},
   title     = {Statistics for Spatial Data},
   year      = {1993},
   publisher = {John Wiley \& Sons},
   address   = {New York, Chichester},
   optedition = {second}
}



 @Manual{sspline,
    title = {\pkg{sspline}: Smoothing Splines on the Sphere},
    author = {Xianhong Xie},
    year = {2013},
    note = {\proglang{R} package version 0.1-6},
    url = {http://CRAN.R-project.org/package=sspline},
  }

 @Article{stpp,
    title = {\pkg{stpp}: An \proglang{R} Package for Plotting, Simulating and Analyzing Spatio-Temporal Point Patterns},
    author = {Edith Gabriel and Barry Rowlingson and Peter Diggle},
    journal = {Journal of Statistical Software},
    year = {2013},
    volume = {53},
    number = {2},
    pages = {1--29},
    url = {http://www.jstatsoft.org/v53/i02/},
  }




@InProceedings{demarsily,
  author={De Marsily, G.},
  title = 	 {Spatial Variability of Properties in Porous Media: A Stochastic Approach},
  booktitle={Fundamentals of Transport Phenomena in Porous Media},
  pages={719--769},
  year = 	 1984,
  editor = 	 {Bear, J. and  Corapcioglu, M.Y.},
  volume = 	 82,
  series = 	 {NATO Science Series},
  publisher={Springer-Verlag}}

  @Manual{dvfBm,
    title = {\pkg{dvfBm}: Discrete Variations of a Fractional Brownian Motion},
    author = {Jean-Francois Coeurjolly},
    year = {2009},
    note = {\proglang{R} package version 1.0},
    url = {http://CRAN.R-project.org/package=dvfBm},
  }



@Article{DiceKriging,
    title = {\pkg{DiceKriging}, \pkg{DiceOptim}: Two \proglang{R} Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization},
    author = {O. Roustant and D. Ginsbourger and Y. Deville},
    journal = {Journal of Statistical Software},
    year = {2012},
    volume = {51},
    number = {1},
    pages = {1--55},
    url = {http://www.jstatsoft.org/v51/i01/},
  }


  @Article{constrainedKriging,
   title={\pkg{constrainedKriging}: An \proglang{R}-package for Customary, Constrained and Covariance-Matching Constrained Point or Block Kriging}, 
  author={Hofer, Christoph and Papritz, Andreas},
  journal={Computers \& Geosciences},
  volume={37},
  number={10},
  pages={1562--1569},
  year={2011},
  publisher={Elsevier}
}


@Article{multivator,
    title = {Introducing \pkg{multivator}: A Multivariate Emulator},
    author = {R. K. S. Hankin},
    journal = {Journal of Statistical Software},
    year = {2012},
    volume = {46},
    number = {8},
    pages = {1--20},
    url = {http://www.jstatsoft.org/v46/i08/},
  }


@phdthesis{oakley99,
	Author = {Oakley, J.},
	Title = {Bayesian Uncertainty Analysis for Complex Computer Codes},
	School = {Department of Probability and Statistics, University of Sheffield},
	Year = {1999},
}

 

@book{wackernagel,
   author    = {Wackernagel, H.},
   title     = {Multivariate Geostatistics},
   year      = {2003},
   publisher = {Springer-Verlag},
   edition = {3rd},
   address   = {Berlin}
}


@ARTICLE{apanasovichgenton10,
  author = {T. V. Apanasovich and M. G. Genton},
  title = {Cross-Covariance Functions for Multivariate Random Fields Based on Latent Dimensions},
  journal = {Biometrika},
  year = {2010},
  volume = {97},
  pages = {15--30}
}

@Article{GKS10,
  author = 	 {T. Gneiting and W. Kleiber and M. Schlather},
  title = 	 {Mat\'ern Cross-Covariance Functions for Multivariate Random Fields},
  journal = 	 {Journal of the American Statistical Association},
  year = 	 2010,
  volume = 	 105,
  pages = 	 {1167-1177},
  }
}

@Article{S10,
  author = 	 {M. Schlather},
  title = 	 {Some Covariance Models Based on Normal Scale Mixtures},
  journal = 	 {Bernoulli},
  year = 	 2010,
  volume = 	 16,
  pages = 	 {780-797},
}

@TechReport{BDPS14,
  author = 	 {M. Bevilacqua and D. J. Daley and E. Porcu and M. Schlather},
  title = 	 { Classes of Compactly Supported Correlation Functions for Multivariate Random Fields},
  institution =  {Department of Mathematics, Universidad Tecnica Federico Santa Maria},
  year = 	 2013,
  address = 	 {Valparaiso, Chile. }}


@Article{scheuererschlather12,
  author = 	 {M. Scheuerer and M. Schlather},
  title = 	 {Covariance Models for Divergence-Free and Curl-Free Random Vector Fields},
  journal = 	 {Stochastic Models},
  year = 	 2012,
  volume = 	 28,
  pages = 	 {433-451},
  Xdoi = {10.1080/15326349.2012.699756}
}


@Manual{RandomFields,
    title = {\pkg{RandomFields}: Simulation and Analysis of Random Fields},
    author = {Martin Schlather and Alexander Malinowski and Marco Oesting and Daphne Boecker and Kirstin Strokorb and Sebastian Engelke and Johannes Martini and Felix Ballani and Peter Menck and Sebastian Gross and Ulrike Ober and Katharina Burmeister and Juliane Manitz and Paulo Ribeiro and Richard Singleton and Ben Pfaff and {R Core Team}},
    year = 2014,
    note = {\proglang{R} package version 3.0.35},
    Xurl = {http://ms.math.uni-mannheim.de/de/publications/software},
 url = {http://CRAN.-project.org/package=RandomFields}
 }


@Book{diggleribeiro,
  author =	 {P. J. Diggle and P. J. {Ribeiro Jr}},
  title = 	 {Model-Based Geostatistics},
  publisher = 	 {Springer-Verlag},
  year = 	 2007,
  address =	 {New York}
}


@book{chilesdelfiner,
   author    = {J.-P. Chil\`es and P. Delfiner},
   title     = {Geostatistics. Modeling Spatial Uncertainty},
   year      = {1999},
   publisher = {John Wiley \& Sons},
   address   = {New York, Chichester}
}


@article{matheron73,
   author    = {G. Matheron},
   title     = {The Intrinsic Random Functions and Their Applications},
   journal   = {Advances in Applied Probability},
   pages     = {439-468},
   year      = {1973},
   volume    = {5}
}

@article{GSS01,
   author    = {T. Gneiting and Z. Sasv\'ari and M. Schlather},
   title     = {Analogies and Correspondences Between Variograms and Covariance Functions},
   journal   = {Advances in Applied Probability},
   pages     = {617-630},
   year      = 2001,
   volume    = 33,
   optnote = {MR1860092},
}  

@InProceedings{schlather12,
  author = 	 {M. Schlather},
  title = 	 {Construction of Covariance Functions and Unconditional Simulation of Random Fields},
  booktitle = {Advances and Challenges in Space-time Modelling of Natural Events},
  year = 	 2012,
  editor = 	 {E. Porcu and J.M. Montero and M. Schlather},
  publisher = {Springer-Verlag},
  address = {New York}
}


@book{lantuejoul,
   author    = {C. Lantu\'ejoul},
   title     = {Geostatistical Simulation},
   year      = 2002,
   publisher = {Springer-Verlag},
   address   = {Berlin}
}


@article{dietrichnewsam93,
   author    = {C. R. Dietrich and G. N. Newsam},
   title     = {A Fast and Exact Method for Multidimensional {G}aussian Stochastic Simulations},
   journal   = {Water Resources Research},
   pages     = {2861-2869},
   year      = {1993},
   volume    = {29}
}


@article{woodchan94,
   author    = {A. T. A. Wood and G. Chan},
   title     = {Simulation of Stationary {G}aussian Processes in $[0,1]^d$},
   journal   = {Journal of Computational and Graphical Statistics},
   pages     = {409-432},
   year      = {1994},
   volume    = {3},
   optnumber = {4}
}


@article{dietrichnewsam96,
   author    = {C. R. Dietrich and G. N. Newsam},
   title     = {A Fast and Exact Method for Multidimensional {G}aussian Stochastic Simulations: Extensions to Realizations Conditioned on Direct and Indirect Measurement},
   journal   = {Water Resources Research},
   pages     = {1643-1652},
   year      = {1996},
   volume    = {32}
}



@Article{chanwood99,
  author = 	 {G. Chan and A. T. A. Wood},
  title = 	 {Simulation of Stationary Gaussian Vector Fields},
  journal = 	 {Statistics and Computing},
  year = 	 1999,
  volume = 	 9,
  pages = 	 {265 - 268   }}

@Article{goulardvoltz92,
  author = 	 {M. Goulard and M. Voltz},
  title = 	 {Linear Coregionalization Model: Tools for Estimation and Choice of Cross-Variogram Matrix},
  journal = 	 {Mathematical Geology},
  year = 	 1992,
  volume = 	 24,
  pages = 	 {269-282}}

@book{stein,
   author    = {M.L. Stein},
   title     = {Interpolation of {S}patial {D}ata},
   year      = {1999},
   publisher = {Springer-Verlag},
   address   = {Heidelberg, New York},
   note = {MR1697409}
}


@article{guttorp2006studies,
  title={On the Mat\'ern Correlation Family},
  author={Guttorp, P. and Gneiting, T.},
  journal={Biometrika},
  volume={93},
  number={4},
  pages={989},
  issn={0006-3444},
  year={2006},
  publisher={Biometrika Trust}
}

@article{cauchy,
   author    = {T. Gneiting and M. Schlather},
   title     = {Stochastic Models That Separate Fractal Dimension and the {H}urst Effect},
   journal   = {SIAM Review},
   year      = 2004,
   volume = {46},
   pages = {269-282},
   note = {MR2114455},
}


@Article{PMC09,
  author = 	 {E. Porcu and J. Mateu and G. Christakos},
  title = 	 {Quasi-Arithmetic Means of Covariance Functions with Potential Applications to Space-Time Data},
  journal = 	 {Journal of Multivariate Analysis},
  year = 	 {2009},
  OPTkey = 	 {},
  volume = 	 {100},
  OPTnumber = 	 {},
  pages = 	 {1830-1844},
  OPTmonth = 	 {},
  OPTnote = 	 {To appear. DOI:10.1016/j.jmva.2009.02.013.}
}

@book{BCR,
   author    = {C. Berg and J. P. R. Christensen and P. Ressel},
   title     = {Harmonic Analysis on Semigroups. Theory of Positive Definite and Related Functions},
   year      = {1984},
   publisher = {Springer-Verlag},
   address = {New York}
}



@Book{SSV,
  author = 	 {R. Schilling and R. Song and Z. Vondracek},
  title = 	 {Bernstein Functions},
  publisher = 	 {De Gruyter},
  year = 	 2010,
  address = 	 {Berlin, New York}}

@article{gneiting.atmospheric,
   author    = {T. Gneiting},
   title     = {Correlation Functions for Atmospheric Data Analysis},
   journal   = {Quarterly Journal of the  Royal Meteorological Society},
   pages     = {2449-2464},
   year      = {1999},
   volume    = {125}
}


@Book{wendland,
  author =	 {H. Wendland},
  title = 	 {Scattered Data Approximation},
  publisher = 	 {Cambridge University Press},
  year = 	 2005,
  address =	 {Cambridge},
  OPTnote = {MR2131724}
}



@Book{pope,
  author = 	 {S. B. Pope},
  title = 	 {Turbulent Flows},
  publisher = 	 {Cambridge University Press},
  year = 	 2000}



@Article{eckelmass05,
  author = 	 {Eckel, A. F. and Mass, C. F. },
  title = 	 {Aspects of Effective Mesoscale,
   Short-Range Ensemble Forecasting},
  journal = 	 {Weather Forecasting},
  year = 	 2005,
  volume = 	 20,
  pages = 	 {328-350}}



@Manual{fields,
    title = {\pkg{fields}: Tools for Spatial Data},
    author = {Douglas Nychka and Reinhard Furrer and Stephan Sain},
    year = {2013},
    note = {\proglang{R} package version 6.9.1},
    url = {http://CRAN.R-project.org/package=fields},
  }



@Manual{CompRandFld,
    title = {\pkg{CompRandFld}: Composite-Likelihood Based Analysis of Random Fields},
    author = {Simone Padoan and Moreno Bevilacqua},
    year = {2013},
    note = {\proglang{R} package version 1.0.3},
    url = {http://CRAN.R-project.org/package=CompRandFld},
  }

 @Manual{geospt12,
    title = {\pkg{geospt}: Spatial Geostatistics; Some Geostatistical and Radial Basis
Functions, Prediction and Cross Validation; Design of Optimal
Spatial Aampling Networks Based on Geostatistical Modelling},
    author = {Carlos Melo and Al\'\i Santacruz and Oscar Melo and {others}},
    year = {2012},
    note = {\proglang{R} package version 0.5-0},
    url = {http://CRAN.R-project.org/package=geospt},
  }


  @Article{geoR,
    title = {\pkg{geoR}: A Package for Geostatistical Analysis},
    author = {P. J. {Ribeiro~Jr} and P . J. Diggle},
    journal = {\proglang{R}-NEWS},
    year = {2001},
    month = {June},
    volume = {1},
    number = {2},
    pages = {14--18},
    note = {ISSN 1609-3631},
    url = {http://CRAN.R-project.org/doc/Rnews/},
  }


@Manual{spBayes,
    title = {\pkg{spBayes}: Univariate and Multivariate Spatial-Temporal Modeling},
    author = {Andrew O. Finley and Sudipto Banerjee},
    year = {2013},
    note = {\proglang{R} package version 0.3-8},
    url = {http://CRAN.R-project.org/package=spBayes},
  }


@Manual{spTimer13,
    title = {spTimer: Spatio-Temporal Bayesian Modelling Using \proglang{R}},
    author = {K. Shuvo Bakar and Sujit K. Sahu},
    year = {2013},
    note = {\proglang{R} package version 0.9},
    url = {http://CRAN.R-project.org/package=spTimer},
  }


@Manual{gnuR,
    title = {\proglang{R}: A Language and Environment for Statistical Computing},
    author = {\proglang{R} Core Team},
    organization = {\proglang{R} Foundation for Statistical Computing},
    address = {Vienna, Austria},
    year = {2013},
    url = {http://www.R-project.org/},
  }




@Article{gstat,
    title = {Multivariable Geostatistics in \proglang{S}: The \pkg{gstat} Package},
    author = {E. J. Pebesma},
    journal = {Computers \& Geosciences},
    year = {2004},
    volume = {30},
    pages = {683-691},
  }



 @Manual{SpatialTools,
    title = {\pkg{SpatialTools}: Tools for Spatial Data Analysis},
    author = {Joshua French},
    year = {2014},
    note = {\proglang{R} package version 0.5.5},
    url = {http://CRAN.R-project.org/package=SpatialTools},
  }


@Manual{vardiag13,
    title = {\pkg{vardiag}: A package for variogram diagnostics},
    author = {Ernst Glatzer},
    year = {2013},
    note = {\proglang{R} package version 0.2-0},
    url = {http://CRAN.R-project.org/package=vardiag},
  }






@Article{reisertburkhardt07,
  author = 	 {M. Reisert and H. Burkhardt},
  title = 	 {Learning Equivariant Functions with Matrix Valued Kernels},
  journal = 	 {Journal of Machine Learning Research},
  year = 	 2007,
  volume =	 8,
  pages =	 {385-408},
OPTnote = {MR2320676}
}


@article{lindsay88XX,
  title={Composite Likelihood Methods},
  author={Lindsay, Bruce G},
  journal={Contemporary Mathematics},
  volume={80},
  number={1},
  pages={221--39},
  year={1988}
}



@InProceedings{lindsay88,
  author = 	 {Lindsay, B. G.},
  title = 	 {Composite Likelihood Methods},
  booktitle = {Statistical Inference from Stochastic Processes},
  pages = 	 {221--239},
  year = 	 1988,
  editor = 	 {N.U. Prabhu},
  volume = 	 80,
  series = 	 {Contemporary Mathematics}}



@article{rue01,
  title={Fast Sampling of Gaussian Markov Random Fields},
  author={Rue, H.},
  journal   = {Journal of the Royal Statistical Society B},
  volume=63,
  number=2,
  pages={325--338},
  year=2001
}

@article{SLR11,
  title={Fast Approximate Inference with \pkg{INLA}: 
The Past, the Present and the Future},
  author={Simpson, D. and Lindgren, F. and Rue, H.},
  journal={arXiv:1105.2982},
  year={2011}
}
back to top