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mixreg (version 0.0-6)

Functions to Fit Mixtures of Regressions

Description

Fits mixtures of (possibly multivariate) regressions (which has been described as doing ANCOVA when you don't know the levels).

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Version

Install

install.packages('mixreg')

Monthly Downloads

121

Version

0.0-6

License

GPL (>= 2)

Maintainer

Rolf Turner

Last Published

March 30th, 2018

Functions in mixreg (0.0-6)

aphids

Data on the rate of infection of tobacco plants by a virus spread by aphids.
bootcomp

Perform a bootstrap test for the number of components in a mixture of regressions.
cband

Calculate confidence and prediction bands for mixtures of one-variable regressions.
mixreg-internal

Internal mixreg functions
covmix

Calculate the covariance matrix of the parameter estimates for a mixture of regressions.
mixreg

Fit a mixture of linear regressions.
qqMix

Draw a normal quantile-quantile plot of the residuals from a fitted mixture of linear regressions.
residMix

Calculate the residuals of a mixture of linear regressions.
plot.cband

Plot confidence bands for a mixture of regressions.
plot.mresid

Plot residuals for a fitted mixture of linear regressions.