hyper.fit: Generic N-Dimensional Hyperplane Fitting with Heteroscedastic Covariant Errors and Intrinsic Scatter

Includes two main high level codes 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.

Author
Aaron Robotham and Danail Obreschkow
Date of publication
2016-08-01 17:29:45
Maintainer
Aaron Robotham <aaron.robotham@uwa.edu.au>
License
GPL-3
Version
1.0.3

View on CRAN

Man pages

hyper.basic
Functions to calculate various basic properties important for...
hyper.convert
Parameterisation conversion functions.
hyper.data
Data included in hyper.fit package
hyper.fit
Top level function that attempts to fit a hyperplane to...
hyper.fit-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("hyper.fit")}
hyper.like
The likelihood of a given set of data and an specified...
hyper.plot
A 2d and 3d likelihood diagnostic plot for optimal line...
hyper.sigcor
Function to convert from biased sample sigma to unbiased...
hyper.summary
Summary function for hyper.fit object

Files in this package

hyper.fit
hyper.fit/inst
hyper.fit/inst/CITATION
hyper.fit/NAMESPACE
hyper.fit/NEWS
hyper.fit/data
hyper.fit/data/convtest1dNorm.tab
hyper.fit/data/intrin.tab
hyper.fit/data/convtest2dOpt.tab
hyper.fit/data/convtest2dLD.tab
hyper.fit/data/TFR.tab
hyper.fit/data/trumpet.tab
hyper.fit/data/datalist
hyper.fit/data/MJB.tab
hyper.fit/data/GAMAsmVsize.tab
hyper.fit/data/hogg.tab
hyper.fit/data/FP6dFGS.tab
hyper.fit/R
hyper.fit/R/hyper.like.R
hyper.fit/R/hyper.fit.R
hyper.fit/R/hyper.sigcor.R
hyper.fit/R/hyper.plot.R
hyper.fit/R/hyper.basics.R
hyper.fit/R/hyper.convert.R
hyper.fit/MD5
hyper.fit/build
hyper.fit/build/partial.rdb
hyper.fit/DESCRIPTION
hyper.fit/man
hyper.fit/man/hyper.like.Rd
hyper.fit/man/hyper.fit-package.Rd
hyper.fit/man/hyper.summary.Rd
hyper.fit/man/hyper.fit.Rd
hyper.fit/man/hyper.convert.Rd
hyper.fit/man/hyper.data.Rd
hyper.fit/man/hyper.basic.Rd
hyper.fit/man/hyper.plot.Rd
hyper.fit/man/hyper.sigcor.Rd