asgr/hyper.fit: N-Dimensional Hyperplane Fitting with Errors

High level functions for hyperplane fitting (hyper.fit()) and visualising (hyper.plot2d() / hyper.plot3d()). In simple terms this allows the user to produce robust 1D linear fits for 2D x vs y type data, and robust 2D plane fits to 3D x vs y vs z type data. This hyperplane fitting works generically for any N-1 hyperplane model being fit to a N dimension dataset. All fits include intrinsic scatter in the generative model orthogonal to the hyperplane.

Getting started

Package details

MaintainerAaron Robotham <aaron.robotham@uwa.edu.au>
LicenseGPL-3
Version1.2.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("asgr/hyper.fit")
asgr/hyper.fit documentation built on June 8, 2024, 12:38 a.m.