• PRISM

  • Referenced in 442 articles [sw01186]
  • which combines both symbolic and sparse matrix methods. PRISM has been successfully used to analyse ... properties for a range of systems, including randomized distributed algorithms, manufacturing systems and workstation clusters...
  • mlrnd

  • Referenced in 40 articles [sw20908]
  • Matlab function mlrnd. Returns a matrix of IID random numbers distributed according ... gamma_t. The size of the returned matrix is the same as that...
  • MOPS

  • Referenced in 24 articles [sw30547]
  • Hermite, Laguerre, and Jacobi ensembles of random matrix theory. We also compute multivariate hypergeometric functions...
  • OptShrink

  • Referenced in 20 articles [sw33657]
  • returns as an output the improved signal matrix estimate. It computes this estimate by shrinking ... correct manner as given by random matrix theory. It can be used in the missing...
  • rstiefel

  • Referenced in 23 articles [sw11607]
  • rstiefel: Random orthonormal matrix generation on the Stiefel manifold. This package simulates random orthonormal matrices ... general type of distribution covered is the matrix-variate Bingham-von Mises-Fisher distribution. Most...
  • RMTool

  • Referenced in 13 articles [sw21397]
  • RMTool - A Random Matrix Calculator in MATLAB. RMTool is a simple MATLAB Symbolic Toolbox based ... code for computing the spectral measure of random matrices using free probability. A description...
  • SPECTRODE

  • Referenced in 11 articles [sw13984]
  • sample covariance matrices. Models from random matrix theory (RMT) are increasingly used to gain insights...
  • Rmtstat

  • Referenced in 6 articles [sw20058]
  • Distributions, statistics and tests derived from random matrix theory. R packge RMTstat: Distributions, Statistics ... Tests derived from Random Matrix Theory. Functions for working with the Tracy-Widom laws...
  • GenOrd

  • Referenced in 13 articles [sw14628]
  • GenOrd: Simulation of Discrete Random Variables with Given Correlation Matrix and Marginal Distributions. A gaussian ... generating samples from discrete random variables with prescribed correlation matrix and marginal distributions...
  • MIXMAX

  • Referenced in 6 articles [sw29765]
  • study the randomness properties of unimodular matrix random number generators. Under well-known conditions, these ... consequently fail in empirical tests of randomness. These tests show that the lowest acceptable value ... maximal period of unimodular matrix generators of pseudo-random numbers. We formulate the necessary ... efficient algorithms for operations with the MIXMAX matrix which is a multi-dimensional generalization...
  • GRASP_QAP

  • Referenced in 17 articles [sw04684]
  • symmetric flow or distance matrix. A greedy, randomized, adaptive search procedure (GRASP) is used...
  • MIXOR

  • Referenced in 26 articles [sw08990]
  • Cholesky factor of the random-effects variance-covariance matrix is estimated, along with the effects...
  • CONTEST

  • Referenced in 20 articles [sw12738]
  • giving rise to many challenging matrix computational tasks. Several random graph models have been proposed...
  • missForest

  • Referenced in 38 articles [sw19483]
  • uses a random forest trained on the observed values of a data matrix to predict...
  • WFMM

  • Referenced in 6 articles [sw36436]
  • design matrix X and random effects matrix Z, and other parameters controlling the computation ... output nonparametric estimates of fixed and random effects functions that have been adaptively regularized...
  • PROC NLMIXED

  • Referenced in 68 articles [sw11039]
  • approximation to the likelihood integrated over the random effects. Different integral approximations are available ... standard errors based on the second derivative matrix of the likelihood function. PROC NLMIXED enables ... using empirical Bayes estimates of the random effects. You can also estimate arbitrary functions...
  • BLOPEX

  • Referenced in 27 articles [sw04024]
  • Method (LOBPCG). Its main features are: a matrix-free iterative method for computing several extreme ... random initial approximations, variable preconditioners, and ill-conditioning of the stiffness matrix; and apparently optimal...
  • AS 312

  • Referenced in 14 articles [sw33931]
  • suitable circulant embedding matrix and simulates a stationary Gaussian random field on a grid...
  • QUIC

  • Referenced in 32 articles [sw11795]
  • covariance matrix, or alternatively the underlying graph structure of a Gaussian Markov Random Field, from...
  • SPRAL

  • Referenced in 3 articles [sw13035]
  • library offers the following packages: RANDOM_MATRIX: Generates random matrices for testing purposes. SCALING: Calculates...