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SimData

Simulated dataset

Description

A simulated dataset used as an example dataset in Komárek and Komárková (2013+).

Usage

data(SimData)

Format

a data frame with 1 157 rows and the following variables

id

identification number of a subject.

tday

visit time in days.

tmonth

visit time in months.

yN

response variable generated according to a linear mixed model with normal errors. It intentionally contains 50 NA's.

yP

response variable generated according to a Poisson generalized linear mixed model. It intentionally contains 50 NA's.

yB

response variable generated according to a Bernoulli generalized linear mixed model. It intentionally contains 50 NA's.

yBjit

a jittered version of yB.

References

Komárek, A. and Komárková, L. (2013+). Capabilities of R package mixAK for clustering based on multivariate continuous and discrete longitudinal data. Submitted.

Examples

data(SimData)
summary(SimData)
mixAK

Multivariate Normal Mixture Models and Mixtures of Generalized Linear Mixed Models Including Model Based Clustering

v5.3
GPL (>= 3)
Authors
Arnošt Komárek <arnost.komarek@mff.cuni.cz>
Initial release
2020-06-02

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