• quantreg

  • Referenced in 94 articles [sw04356]
  • several methods for handling censored survival data. Portfolio selection methods based on expected shortfall risk...
  • robustbase

  • Referenced in 319 articles [sw07114]
  • analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics...
  • np

  • Referenced in 66 articles [sw10543]
  • found in applied settings. Data-driven methods of bandwidth selection are emphasized throughout, though ... caution the user that data-driven bandwidth selection methods can be computationally demanding...
  • gss

  • Referenced in 223 articles [sw06099]
  • hazard rate estimation with censored life time data and covariates. The unifying themes ... smoothing parameter selection, computation, and asymptotic convergence. Most of the computational and data analytical tools...
  • XPath

  • Referenced in 358 articles [sw15780]
  • XPath 2.0 Data Model (Second Edition)]. The data model provides a tree representation ... XPath expression may be a selection of nodes from the input documents, or an atomic ... more generally, any sequence allowed by the data model. The name of the language derives...
  • FITPACK

  • Referenced in 111 articles [sw09171]
  • various kinds of data and geometries, with automatic knot selection. This library is also called...
  • huge

  • Referenced in 25 articles [sw08466]
  • more functions like data-dependent model selection, data generation and graph visualization; (4) a minor...
  • PELLPACK

  • Referenced in 20 articles [sw00698]
  • domain or mesh partitioning, machine and data selection, visualization, and various other tasks. Its total...
  • spatstat

  • Referenced in 104 articles [sw04429]
  • spatial sampling, model diagnostics, and formal inference. Data types include point patterns, line segment patterns ... relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices, mark dependence ... models can be fitted to point pattern data using functions ppm, kppm, slrm similar...
  • DIMACS

  • Referenced in 454 articles [sw08221]
  • tests many assumptions about implementation methods and data structures. It provides an opportunity to develop ... DIMACS book series; these contain selected papers from the workshops that culminate each challenge...
  • Pict

  • Referenced in 70 articles [sw08929]
  • basic data structures, protocols for returning results, higher-order programming, selective communication, and concurrent objects...
  • E-SETHEO

  • Referenced in 15 articles [sw07141]
  • method for strategy evaluation and selection based on test data generated from the problem domain ... which automatically handles training data management, strategy evaluation and selection, and actual proof tasks...
  • SparseLOGREG

  • Referenced in 20 articles [sw11449]
  • Simple and Efficient Algorithm for Gene Selection using Sparse Logistic Regression. Motivation: This paper gives ... cancer diagnosis using microarray data. Results: The gene selection method suggested in this paper...
  • Statistics Toolbox

  • Referenced in 17 articles [sw10157]
  • perform hypothesis tests. For analyzing multidimensional data, Statistics Toolbox includes algorithms that let you identify ... your model with sequential feature selection, transform your data with principal component analysis, apply regularization...
  • VineCopula

  • Referenced in 20 articles [sw08160]
  • contains tools for bivariate exploratory data analysis, bivariate copula selection and (vine) tree construction. Models ... algorithms and plotting methods are also included. Data is assumed to lie in the unit...
  • STATISTICA

  • Referenced in 31 articles [sw00913]
  • data visualization, and data mining solutions. Techniques include the widest selection of predictive modeling, clustering...
  • BrainWeb

  • Referenced in 23 articles [sw16790]
  • lack of reference data (”ground truth”). Also, optimal selection of the MR imaging parameters...
  • decon

  • Referenced in 14 articles [sw11088]
  • estimation. Several methods for the selection of the data-driven smoothing parameter are also provided...
  • MONA

  • Referenced in 113 articles [sw06170]
  • present an overview of MONA and a selection of implementation “secrets” that have been discovered ... based automata representations, and cache-conscious data structures. We describe these techniques and quantify their...
  • CDVine

  • Referenced in 26 articles [sw08161]
  • bivariate exploratory data analysis and for bivariate as well as vine copula selection. Models ... algorithms and plotting methods are also included. Data is assumed to lie in the unit...