Minor improvements and fixes

  • Improved documentation
  • Fixed buggy automated tests on CortForest
  • Added simulation script to the documentation of the datasets
  • Cleared up pkgdown reference page
  • Cleaned up some vignettes
  • README fixes.

Breaking changes

  • Infrastructure lightening : the Box class was removed, and some unnecessary generics were also removed.
  • cbCopula() now defaults to compute pseudo-observations.
  • The forest now defaults to weighting the trees (can be turned off by an option)

New features

  • Core computations have been moved on to Rcpp code for performance.
  • Parallel computations are now possible via furrr in CortForest.
  • Solver options and number of bootstrap resamples are now accessible as parameters to the Cort() function.
  • Add an option to force the checkerboard grid on trees and inside Cort() and CortForest().
  • Adding four example datasets from the paper.

Minor improvements and fixes

  • Removed dependency to magritr.
  • Improved documentation
  • Cleaned up the code of the Cort algorithm.
  • Fixed bug in p-value computations.
  • Fixed bug when there is only one leave in the tree.
  • Fixed bug in pairs.Cort : dimensions were switched for leaves but not for points.
  • Fixed bug in pCopula values for cbCopula objects.
  • First release published on cran !
  • Changes to conform to CRAN submissions recomendations
  • Added a multiprocess option via furrr
  • Corrections to pass checks on every CI plateform.
  • Some corrections to spelling in documentation.
  • Finalised and block the API.
  • The Cort object is now lighter.
  • Fastened p-values computations by moving bootstrap to Rcpp.
  • Added a vignette with a clayton example.
  • Added a NEWS.md file to track changes to the package.
  • Making the workspace settings : travis, appveyor, github actions, pkgdowm, …
  • merged the code from former empCop package.
  • Implement Cort algorithm
  • Implement the CortForest algorithm
  • Add many methods to Cort and CortForest class.