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sme (version 1.0.2)

Smoothing-Splines Mixed-Effects Models

Description

Fit smoothing-splines mixed-effects models to replicated functional data sets and visualise the results.

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Version

Install

install.packages('sme')

Monthly Downloads

27

Version

1.0.2

License

GPL (>= 3)

Issues

2

Pull Requests

0

Stars

3

Forks

0

Maintainer

Maurice Berk

Last Published

February 9th, 2018

Functions in sme (1.0.2)

inflammatory

Example gene transcript from an experiment on children suffering from an inflammatory condition
plot.sme

Visualisation of smoothing-splines mixed-effects models
getRoughnessMatrix

Extract the roughness matrix used in an SME model fit
sme

Smoothing-splines mixed-effects models
plotSmeRaw

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

The corrected AIC
plotSmeDiagnostic

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

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

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

An alternative BIC for longitudinal models
sme.data.frame

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

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

Fitted sme Object