• robustbase

  • Referenced in 491 articles [sw07114]
  • analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics...
  • ROME

  • Referenced in 111 articles [sw04733]
  • introduce ROME, an algebraic modeling toolbox for a class of robust optimization problems. ROME serves ... optimization solver engines, allowing modelers to express robust optimization problems in a mathematically meaningful ... used to model (1) a service-constrained robust inventory management problem, (2) a project-crashing ... problem, and (3) a robust portfolio optimization problem. Through these modeling examples, we highlight...
  • Robust Control Toolbox

  • Referenced in 154 articles [sw07907]
  • systems for performance and robustness. You can create uncertain models by combining nominal dynamics with ... analyze the impact of plant model uncertainty on control system performance and identify worst-case ... techniques let you design controllers that maximize robust stability and performance. The toolbox automatically tunes ... controller against a set of plant models. You can also tune gain-scheduled controllers...
  • DPpackage

  • Referenced in 69 articles [sw10495]
  • assumptions in order to gain modeling flexibility and robustness against mis-specification of the probability...
  • sandwich

  • Referenced in 33 articles [sw04486]
  • package sandwich: Robust Covariance Matrix Estimators , Model-robust standard error estimators for cross-sectional, time...
  • SparseMatrix

  • Referenced in 724 articles [sw04629]
  • allows for robust and repeatable experiments: robust because performance results with artificially-generated matrices ... geometry (as structural engineering, computational fluid dynamics, model reduction, electromagnetics, semiconductor devices, thermodynamics, materials, acoustics...
  • FSDA

  • Referenced in 20 articles [sw11737]
  • evolved to include the main traditional robust multivariate and regression techniques, including ... address problems where data deviate from typical model assumptions, tools ... available for robust data transformation and robust model selection. When different views of the data...
  • WRS2

  • Referenced in 29 articles [sw16389]
  • robust mediation, and nonparametric ANCOVA models based on robust location measures...
  • ABF++

  • Referenced in 26 articles [sw14153]
  • Fast and robust angle based flattening. Conformal parameterization of mesh models has numerous applications ... maintaining all the advantages of ABF. ABF++ robustly parameterizes meshes of hundreds of thousands ... speeding up the solution; (2) a new robust scheme for reconstructing the 2D coordinates from ... method is extremely suitable for robustly and efficiently parameterizing models for geometry-processing applications...
  • flowClust

  • Referenced in 25 articles [sw14266]
  • flowClust Bioconductor package: Robust model-based clustering using a t-mixture model with...
  • semml

  • Referenced in 13 articles [sw27809]
  • simultaneous equation model by maximum likelihood and optimal B-robust methods. A stacked ascii file ... discussed in the paper: Robust estimators for simultaneous equations models. This paper presents a class ... robust estimators for linear and non-linear simultaneous equations models, which are a direct generalization ... trade-off between efficiency at the model and robustness...
  • ADADELTA

  • Referenced in 57 articles [sw39429]
  • learning rate and appears robust to noisy gradient information, different model architecture choices, various data...
  • ACADO

  • Referenced in 72 articles [sw04764]
  • optimal control, including model predictive control, state and parameter estimation and robust optimization. ACADO Toolkit...
  • Rassoc

  • Referenced in 13 articles [sw25402]
  • Algorithms to Calculate Asymptotic Null Distributions of Robust Tests in Case-Control Genetic Association Studies ... used when the underlying genetic model (mode of inheritance) is known. However, for most complex ... models are unknown. Thus, tests robust to genetic model misspecification are preferable to the model ... dependant CATT. Two robust tests, MAX3 and the genetic model selection (GMS), were recently proposed...
  • ANSYS-CFX

  • Referenced in 106 articles [sw06391]
  • achieving reliable and accurate solutions quickly and robustly. The modern, highly parallelized solver ... foundation for an abundant choice of physical models to capture virtually any type of phenomena...
  • M-MACBETH

  • Referenced in 103 articles [sw16199]
  • MACBETH software provides tools to facilitate: Complete model structuring; Management of complex problems involving qualitative ... value scores and weights; Interactive sensitivity and robustness analyses. MACBETH (Measuring Attractiveness by a Categorical...
  • TOMP

  • Referenced in 32 articles [sw00971]
  • personal computers and mainframes, and robustness with respect to model changes and inaccurate starting values...
  • otrimle

  • Referenced in 13 articles [sw17889]
  • package otrimle. Robust Model-Based Clustering. Performs robust cluster analysis allowing for outliers and noise ... fitted by any cluster. The data are modelled by a mixture of Gaussian distributions...
  • SLMC

  • Referenced in 74 articles [sw04604]
  • logic for concurrency of Caires and Cardelli. Model-checking is one of the most widely ... robust, available in open source, and outperforms other tools for verifying systems modeled...
  • XFEM

  • Referenced in 382 articles [sw01026]
  • natural requirements for modularity, extensibility, and robustness. To facilitate mesh -- geometry interactions with hundreds ... interfaces and slip-interfaces; nonlinear material models such as J2 plasticity with linear, isotropic...