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R
lme4

mkSimulationTemplate

Make templates suitable for guiding mixed model simulations

Description

Make data and parameter templates suitable for guiding mixed model simulations, by specifying a model formula and other information (EXPERIMENTAL). Most useful for simulating balanced designs and for getting started on unbalanced simulations.

Usage

mkParsTemplate(formula, data)
mkDataTemplate(formula, data, nGrps = 2, nPerGrp = 1, rfunc = NULL, ...)

Arguments

formula

A mixed model formula (see lmer).
data

A data frame containing the names in formula.
nGrps

Number of levels of a grouping factor.
nPerGrp

Number of observations per level.
rfunc

Function for generating covariate data (e.g. rnorm.
...

Additional parameters for rfunc.

See Also

These functions are designed to be used with simulate.merMod.

lme4

Linear Mixed-Effects Models using 'Eigen' and S4

v1.1-26
GPL (>= 2)
Authors
Douglas Bates [aut] (<https://orcid.org/0000-0001-8316-9503>), Martin Maechler [aut] (<https://orcid.org/0000-0002-8685-9910>), Ben Bolker [aut, cre] (<https://orcid.org/0000-0002-2127-0443>), Steven Walker [aut] (<https://orcid.org/0000-0002-4394-9078>), Rune Haubo Bojesen Christensen [ctb] (<https://orcid.org/0000-0002-4494-3399>), Henrik Singmann [ctb] (<https://orcid.org/0000-0002-4842-3657>), Bin Dai [ctb], Fabian Scheipl [ctb] (<https://orcid.org/0000-0001-8172-3603>), Gabor Grothendieck [ctb], Peter Green [ctb] (<https://orcid.org/0000-0002-0238-9852>), John Fox [ctb], Alexander Bauer [ctb], Pavel N. Krivitsky [ctb, cph] (<https://orcid.org/0000-0002-9101-3362>, shared copyright on simulate.formula)
Initial release

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