• glasso

  • Referenced in 457 articles [sw07432]
  • model, using ℓ 1 regularization to control the number of zeros in the precision matrix ... efficiently build a path of models for different values of the tuning parameter. Convergence ... glasso can be tricky; the converged precision matrix might not be the inverse...
  • MINION

  • Referenced in 53 articles [sw10176]
  • common constraint modelling device of matrix models. Focussing on matrix models supports a lean, highly...
  • SemiPar

  • Referenced in 758 articles [sw07116]
  • special case of the linear mixed model or its generalized counterpart. This book is very ... moderate background in regression, though familiarity with matrix and linear algebra is assumed. Another audience ... have a good working knowledge of linear models and the desire to begin using more...
  • CMA-ES

  • Referenced in 121 articles [sw05063]
  • covariance matrix amounts to learning a second order model of the underlying objective function similar...
  • PRISM

  • Referenced in 442 articles [sw01186]
  • PCTL and CSL. The tool features three model checking engines: one symbolic, using BDDs (binary ... which combines both symbolic and sparse matrix methods. PRISM has been successfully used to analyse...
  • SparseMatrix

  • Referenced in 725 articles [sw04629]
  • development and performance evaluation of sparse matrix algorithms. It allows for robust and repeatable experiments ... geometry (as structural engineering, computational fluid dynamics, model reduction, electromagnetics, semiconductor devices, thermodynamics, materials, acoustics...
  • KernSmooth

  • Referenced in 978 articles [sw04586]
  • sets without the imposition of a parametric model. The main goal of this book ... basic knowledge of statistics, calculus and matrix algebra is assumed. In its role...
  • UMAT

  • Referenced in 85 articles [sw08803]
  • testing. Initial testing on a single-element model with prescribed traction loading is strongly recommended ... provide the material Jacobian matrix for the mechanical constitutive model; can be used in conjunction...
  • MadGraph

  • Referenced in 96 articles [sw06476]
  • energy colliders. Allows matrix element generation and event generation for any model that ... languages, including Fortran MadEvent, Fortran Standalone matrix elements, C++ matrix elements, and Pythia 8 process...
  • gamair

  • Referenced in 344 articles [sw11132]
  • statistical methods and material on statistical modelling in R. The book is written ... exercises. The appendix is devoted to some matrix algebra...
  • PorePy

  • Referenced in 22 articles [sw27759]
  • gridding to construct a discrete-fracture-matrix model, which forms the basis for subsequent simulations...
  • ADVI

  • Referenced in 27 articles [sw34040]
  • MCMC sampling across hierarchical generalized linear models, nonconjugate matrix factorization, and a mixture model...
  • Pyglrm

  • Referenced in 37 articles [sw27003]
  • rank matrix, and include many well known models in data analysis, such as principal components...
  • LowRankModels

  • Referenced in 38 articles [sw27002]
  • rank matrix, and include many well known models in data analysis, such as principal components ... analysis (PCA), matrix completion, robust PCA, nonnegative matrix factorization, k-means, and many more ... loss functions and regularizers to construct a model suitable for a particular data...
  • Gensys

  • Referenced in 88 articles [sw26837]
  • methods for solving general linear rational expectations models in continuous or discrete timing with ... exogenous variables. The methods are based on matrix eigenvalue decompositions...
  • sandwich

  • Referenced in 35 articles [sw04486]
  • package sandwich: Robust Covariance Matrix Estimators , Model-robust standard error estimators for cross-sectional, time...
  • micrOMEGAs

  • Referenced in 72 articles [sw01425]
  • CalcHEP model file, a package for the automatic generation of squared matrix elements. This ... coannihilation channels are included automatically in any model. The cross-sections for both spin dependent...
  • Herwig++

  • Referenced in 43 articles [sw10350]
  • specialized matrix element generators for additional processes. The simulation of Beyond the Standard Model ... using the cluster hadronization model. Hadron decays are simulated using matrix elements, where possible including...
  • MARK

  • Referenced in 25 articles [sw24801]
  • attribute group of animals can be modelled. The basic input to MARK is the encounter ... using the parameter index matrix. A set of common models for initial screening of data ... time x group effects and a null model of none of the above, are provided ... link the design matrix to the parameters of the model, other link functions include...
  • TMATROM

  • Referenced in 10 articles [sw22690]
  • Algorithm 975: TMATROM - A T-Matrix Reduced Order Model Software. The T-matrix (TMAT ... matrix is independent of several input parameters in a wave propagation model and hence ... computation of the T-matrix provides an efficient reduced order model (ROM) framework for performing ... Helmholtz model. We compare TMATROM with standard methods to compute the T-matrix...