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mda

R package mda: Mixture and flexible discriminant analysis. Mixture and flexible discriminant analysis, multivariate adaptive regression splines (MARS), BRUTO, ...

Keywords for this software

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  • kernel regression
  • variable selection
  • R package
  • local classification methods
  • regression tree
  • L2 boosting
  • pseudo-variable
  • regression trunk
  • information-based complexity
  • high-dimensional data
  • linear modeling
  • regression trees
  • surrogate function
  • minimax
  • computer experiments
  • predictive model
  • metamodel
  • simulation method
  • kriging
  • recursive partitioning
  • interactions
  • interaction effects
  • nonparametric Bayes
  • path algorithm next
  • R
  • multivariate smoothing
  • Lipschitz
  • generalized linear modeling
  • dimension reduction
  • benchmark study

  • URL: cran.r-project.org/web...
  • InternetArchive
  • Versions: -Info
  • Manual: cran.r-project.org/web...
  • Authors: Trevor Hastie; Robert Tibshirani; Friedrich Leisch; Kurt Hornik; Brian D. Ripley
  • Dependencies: R

  • Add information on this software.


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  • ipred
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  • lars
  • Kernlab
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References in zbMATH (referenced in 10 articles )

Showing results 1 to 10 of 10.
y Sorted by year (citations)

  1. Conversano, Claudio; Dusseldorp, Elise: Modeling threshold interaction effects through the logistic classification trunk (2017)
  2. Pierre-André Cornillon and Nicolas Hengartner and Eric Matzner-Løber: Iterative Bias Reduction Multivariate Smoothing in R: The ibr Package (2017)
  3. Kang, Lulu; Joseph, V.Roshan: Kernel approximation: from regression to interpolation (2016)
  4. Shah, Rajen D.: Modelling interactions in high-dimensional data with backtracking (2016)
  5. Kubrusly, Jessica; Lopes, Hélio: Constructive regression on implicit regions (2015)
  6. Regier, Jeffrey C.; Stark, Philip B.: Mini-minimax uncertainty quantification for emulators (2015)
  7. Bischl, Bernd; Schiffner, Julia; Weihs, Claus: Benchmarking local classification methods (2013)
  8. Kuhn, Max; Johnson, Kjell: Applied predictive modeling (2013)
  9. Page, Garritt; Bhattacharya, Abhishek; Dunson, David: Classification via Bayesian nonparametric learning of affine subspaces (2013)
  10. Eklund, Martin; Zwanzig, Silvelyn: SimSel: a new simulation method for variable selection (2012)

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  • MSC classification / top
    • Top MSC classes
      • 00 General mathematics
      • 05 Combinatorics
      • 62 Statistics
      • 65 Numerical analysis
      • 68 Computer science

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