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plotMetric

Plot one or more internal metrics for all lcModels

Description

Plot one or more internal metrics for all lcModels

Usage

plotMetric(models, name, by = "nClusters", subset, group = character())

Arguments

models

A lcModels or list of lcModel objects to compute and plot the metrics of.
name

The name(s) of the metric(s) to compute.
by

The argument name along which methods are plotted.
subset

Logical expression based on the lcModel method arguments, indicating which lcModel objects to keep.
group

The argument names to use for determining groups of different models. By default, all arguments are included. Specifying group = character() disables grouping. Specifying a single argument for grouping uses that specific column as the grouping column. In all other cases, groupings are represented by a number.

Value

ggplot2 object.

Examples

data(latrendData)
baseMethod <- lcMethodKML(response = "Y", id = "Id", time = "Time")
kml1 <- latrend(baseMethod, nClusters = 1, latrendData)
kml2 <- latrend(baseMethod, nClusters = 2, latrendData)
kml3 <- latrend(baseMethod, nClusters = 3, latrendData)
models <- lcModels(kml1, kml2, kml3)
plotMetric(models, "BIC", by = "nClusters", group = ".name")
latrend

A Framework for Clustering Longitudinal Data

v1.1.2
GPL (>= 2)
Authors
Niek Den Teuling [aut, cre] (<https://orcid.org/0000-0003-1026-5080>), Steffen Pauws [ctb], Edwin van den Heuvel [ctb], Copyright © 2021 Koninklijke Philips N.V. [cph]
Initial release
2021-04-14

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