• GMRFLib

  • Referenced in 309 articles [sw06641]
  • Gaussian Markov random fields. Theory and applications. Researchers in spatial statistics and image analysis ... familiar with Gaussian Markov Random Fields (GMRFs), and they are traditionally among ... with such widespread use in the field of spatial statistics, it is surprising that there ... comprehensive reference on the subject.par Gaussian Markov Random Fields: Theory and Applications provides such...
  • RandomFields

  • Referenced in 62 articles [sw08188]
  • RandomFields: Simulation and Analysis of Random Fields. Simulation of Gaussian and extreme value random fields...
  • TBSIM

  • Referenced in 19 articles [sw21202]
  • conditional simulation of three-dimensional Gaussian random fields via the turning bands method. The simulation ... spatially correlated Gaussian random fields is widespread in geologic, hydrologic and environmental applications for characterizing ... dimensional realizations of stationary and intrinsic Gaussian random fields, (ii) conditioning these realizations ... data and (iii) back-transforming the Gaussian values to the original attribute units. Such programs...
  • QUIC

  • Referenced in 32 articles [sw11795]
  • underlying graph structure of a Gaussian Markov Random Field, from very limited samples. We propose ... that leverage the structure of the sparse Gaussian MLE problem. We show that our method...
  • AS 312

  • Referenced in 14 articles [sw33931]
  • algorithm for simulating stationary Gaussian random fields. This paper describes a Fortran program which determines ... embedding matrix and simulates a stationary Gaussian random field on a grid. The proposed procedure...
  • smerfs

  • Referenced in 8 articles [sw23987]
  • Fast generation of isotropic Gaussian random fields on the sphere. The efficient simulation of isotropic ... Gaussian random fields on the unit sphere is a task encountered frequently in numerical applications...
  • multivariance

  • Referenced in 7 articles [sw31266]
  • Berschneider, B. Böttcher, On complex Gaussian random fields, Gaussian quadratic forms and sample distance multivariance...
  • GAUSSIAN

  • Referenced in 4 articles [sw33080]
  • routines for generating stationary Gaussian random fields over regular grids, and estimation of discrete random...
  • Algorithm 1013

  • Referenced in 2 articles [sw41107]
  • continuous spectral algorithm for simulating vector Gaussian random fields in Euclidean spaces. A continuous spectral ... stationary increments or generalized increments) vector Gaussian random fields in Euclidean spaces are presented...
  • DUNE-randomfield

  • Referenced in 1 article [sw35001]
  • DUNE-randomfield: Generation of Gaussian random fields in arbitrary dimensions, based on circulant embedding...
  • constr_tt

  • Referenced in 1 article [sw13066]
  • high-order correlation functions of Gaussian random fields. Requires the TT toolbox. Implemented by Christine...
  • COLOSSUS

  • Referenced in 1 article [sw38823]
  • with the properties of peaks in Gaussian random fields and halos in a statistical sense...
  • growfunctions

  • Referenced in 2 articles [sw16375]
  • Gaussian process (GP) or intrinsic Gaussian Markov random field (iGMRF) prior formulations where a Dirichlet...
  • glm-ie

  • Referenced in 2 articles [sw13249]
  • undirected graphical models or Markov random fields with Gaussian and non-Gaussian potentials is achieved...
  • rft1d

  • Referenced in 1 article [sw24022]
  • regarding smooth, thresholded n-dimensional Gaussian continua, random field theory (RFT) describes probabilities associated with...
  • gamlss.spatial

  • Referenced in 1 article [sw36345]
  • allows us to fit Gaussian Markov Random Field within the Generalized Additive Models for Location...
  • excursions

  • Referenced in 1 article [sw15741]
  • simultaneous confidence bands for latent Gaussian random processes and fields. The package also contains functions...
  • COSMICS

  • Referenced in 2 articles [sw16654]
  • cosmological models, and for generating gaussian random initial conditions for nonlinear structure formation simulations ... unconstrained samples of the matter density field. Version 1.0 of COSMICS is available at this...
  • ADOL-C

  • Referenced in 249 articles [sw00019]
  • ADOL-C: Automatic Differentiation of C/C++. We present...