matrix linear models

Jane Liang has written three interconnected packages for implementing matrix linear models in Julia.

A brief introduction to matrix linear models

  • matrixLM.jl is the base package that implements matrix linear models of the form \(Y = X B Z^' + E\).
  • GeneticScreen.jl implements pre- and post-processing for the analysis of high-throughput genetic screens using matrix linear mo0dels.
  • matrixLMnet.jl implements functions to obtain L\(_1\)-penalized estimates for matrix linear models.