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sme (version 0.7)

Smoothing-splines Mixed-effects Models

Description

A package for fitting smoothing-splines mixed-effects models to replicated functional data sets.

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Version

Install

install.packages('sme')

Monthly Downloads

18

Version

0.7

License

GPL (>= 3)

Maintainer

Maurice Berk

Last Published

April 3rd, 2013

Functions in sme (0.7)

smeObject

Fitted sme Object
sme.list

Carry out mulitple independent smoothing-splines mixed-effects model fits simultaneously
plotSmeDiagnostic

Diagnostic plot of the residuals for a fitted smoothing-splines mixed-effects model
plot.sme

Visualisation of smoothing-splines mixed-effects models
plotSmeModel

Visualisation of a fitted smoothing-splines mixed-effects model
MTB

Ten example gene transcripts from an experiment investigating the in vitro transcriptional response to M.Tuberculosis
getRoughnessMatrix

Extract the roughness matrix used in an SME model fit
AICc

The corrected AIC
sme

Smoothing-splines mixed-effects models
sme.data.frame

Smoothing-splines mixed-effects model fit(s) from a data.frame object
BICn

An alternative BIC for longitudinal models
inflammatory

Example gene transcript from an experiment on children suffering from an inflammatory condition
plotSmeRaw

Visualisation of raw data for a smoothing-splines mixed-effects model