Matlab packages

Welcome, and please feel free to download the following software packages.

• Envelope Algorithms
  Demo/Tutorial
  Click to Download
  Document
  Paper1
  Paper2
  

• Envelope Multivariate Linear Models
  Demo/Tutorial1: Simultaneous Envelope Model
  Paper1
  Demo/Tutorial2: Reduced Rank Envelope Model
  Paper2
  Document
  Click to Download
  

• Tensor Response Regression
  Demo/Tutorial
  Click to Download
  Document
  Paper
  

• Tensor Envelope Partial Least Squares Regression
  Demo/Tutorial
  Click to Download
  Paper
  

R packages

• CATCH: Covariate-Adjusted Tensor Classification in High-dimensions.
  Available on the Comprehensive R Archive Network (CRAN): catch
  

• TULIP: A Toolbox for Linear Discriminant Analysis with Penalties.
  Available on the Comprehensive R Archive Network (CRAN): TULIP
  

• TRES: Tensor Regression with Envelope Structure and Three Generic Envelope Estimation Approaches.
  Available on the Comprehensive R Archive Network (CRAN): TRES
  

• CLEMM: Clustering and Envelope Mixture Models.
  Available from GitHub: CLEMM