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mixreg (version 2.0-10)
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). Turner (2000)
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Version
2.0-10
0.0-6
0.0-5
0.0-4
0.0-3
0.0-2
0.0-1
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Install
install.packages('mixreg')
Monthly Downloads
191
Version
2.0-10
License
GPL (>= 2)
Maintainer
Rolf Turner
Last Published
October 14th, 2021
Functions in mixreg (2.0-10)
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mixreg
Fit a mixture of linear regressions.
plot.cint
Plot confidence intervals for a Gaussian scalar mixture model.
kilns
The
kilns
data sets.
aphids
Data on the rate of infection of tobacco plants by a virus spread by aphids.
cband
Calculate confidence and prediction bands for mixtures of one-variable regressions.
mixreg-internal
Internal mixreg functions
ncMcTest
Perform a Monte Carlo test for the number of components in a mixture of regressions.
plot.mixreg
Plot a fitted mixture of regressions.
covMix
Calculate the covariance matrix of the parameter estimates for a mixture of regressions.
plot.cband
Plot confidence bands for a mixture of regressions.
visualFit
Fit a mixture of regressions model by “visual” means.
plot.mixresid
Plot residuals for a fitted mixture of linear regressions.
stepPlot
Plot the steps of the fit of a mixture of regressions model.
qqMix
Draw a normal quantile-quantile plot of the residuals from a fitted mixture of linear regressions.
rmixreg
Simulate data from a mixture of regressions model.
residuals.mixreg
Calculate the residuals of a mixture of linear regressions.