• robustbase

  • Referenced in 429 articles [sw07114]
  • tools allowing to analyze data with robust methods. This includes regression methodology including model selections ... strive to cover the book ”Robust Statistics, Theory and Methods” by Maronna, Martin and Yohai...
  • impute

  • Referenced in 99 articles [sw14376]
  • example, methods such as hierarchical clustering and K-means clustering are not robust to missing ... KNNimpute), and row average. We evaluated the methods using a variety of parameter settings ... data sets, and assessed the robustness of the imputation methods to the amount of missing ... appears to provide a more robust and sensitive method for missing value estimation than SVDimpute...
  • lobpcg.m

  • Referenced in 127 articles [sw24008]
  • Davidson method show that our method is more robust and converges almost two times faster...
  • CutFEM

  • Referenced in 143 articles [sw15034]
  • discuss recent advances on robust unfitted finite element methods on cut meshes. These methods...
  • ROBPCA

  • Referenced in 67 articles [sw11592]
  • Component Analysis. We introduce a new method for robust principal component analysis (PCA). Classical...
  • SIFT

  • Referenced in 611 articles [sw16554]
  • Scale-Invariant Keypoints. This paper presents a method for extracting distinctive invariant features from images ... rotation, and are shown to provide robust matching across a substantial range of affine distortion...
  • ECOS

  • Referenced in 41 articles [sw12123]
  • implemented solution algorithm is an interior-point method that is an efficient standard algorithm ... refinement techniques to be numerically robust. The solution methods have been developed in cooperation with...
  • TMSmesh

  • Referenced in 18 articles [sw14719]
  • TMSmesh: A Robust Method for Molecular Surface Mesh Generation Using a Trace Technique. Qualified, stable...
  • WRS2

  • Referenced in 24 articles [sw16389]
  • package WRS2. A collection of robust statistical methods based on Wilcox’ WRS functions. It implements...
  • XFEM

  • Referenced in 370 articles [sw01026]
  • natural requirements for modularity, extensibility, and robustness. To facilitate mesh -- geometry interactions with hundreds ... discontinuous quadrature rules); domain integral methods for homogeneous and bi-material interface cracks arbitrarily oriented...
  • TENSOLVE

  • Referenced in 28 articles [sw00956]
  • significantly more efficient and robust than standard methods on small- and medium-sized problems...
  • BerkMin

  • Referenced in 160 articles [sw06917]
  • BerkMin: A fast and robust SAT-solver. We describe a SAT-solver, BerkMin, that inherits ... decision-making procedure and a new method of clause database management. We experimentally compare BerkMin ... Experiments show that our program is more robust than Chaff being able to solve more...
  • robCompositions

  • Referenced in 12 articles [sw11804]
  • robCompositions: Robust Estimation for Compositional Data. The package includes methods ... imputation of compositional data including robust methods, methods to impute rounded zeros, (robust) outlier detection...
  • PARAFAC

  • Referenced in 22 articles [sw14789]
  • need to increase the method’s robustness against nonstationary factor structures and qualitative (nonproportional) factor...
  • robust

  • Referenced in 13 articles [sw04535]
  • Insightful Robust Library , A package of robust methods...
  • TCLUST

  • Referenced in 36 articles [sw17565]
  • Trimmed Clustering. Provides functions for robust trimmed clustering. The methods are described in Garcia-Escudero...
  • semml

  • Referenced in 13 articles [sw27809]
  • maximum likelihood and optimal B-robust methods. A stacked ascii file. The procedures are presented...
  • vsn

  • Referenced in 29 articles [sw06105]
  • array, and between arrays. The method uses a robust variant of the maximum-likelihood estimator...
  • LIBRA

  • Referenced in 28 articles [sw10553]
  • user-friendly implementations of several robust procedures. These methods are resistant to outliers ... depth quantiles. For comparison also several non-robust functions are included. Many graphical tools...
  • ARMS

  • Referenced in 64 articles [sw00048]
  • method. They show that the solver ARMS is more robust, saves memory, but performs slower...