TULIP

A Toolbox for Linear Discriminant Analysis with Penalties

CRAN Package

Integrates several popular high-dimensional methods based on Linear Discriminant Analysis (LDA) and provides a comprehensive and user-friendly toolbox for linear, semi-parametric and tensor-variate classification as mentioned in Yuqing Pan, Qing Mai and Xin Zhang (2019) <doi:10.48550/arXiv.1904.03469>. Functions are included for covariate adjustment, model fitting, cross validation and prediction.

  • Version1.0.2
  • R version≥ 3.1.1
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release01/04/2021

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  • Imports4 packages