estimationTime: Estimation time

In latrend: A Framework for Clustering Longitudinal Data

Estimation time

Description

Get the elapsed time for estimating the given model.

For lcModel: Get the estimation time of the model, determined by the time taken for the associated fit() function to finish.

Usage

estimationTime(object, unit = "secs", ...)

## S4 method for signature 'lcModel'
estimationTime(object, unit = "secs", ...)

## S4 method for signature 'lcModels'
estimationTime(object, unit = "secs", ...)

## S4 method for signature 'list'
estimationTime(object, unit = "secs", ...)

Arguments

object	The model.
unit	The time unit in which the estimation time should be outputted. By default, estimation time is in seconds. For accepted units, see base::difftime.
...	Not used.

Value

A non-negative ⁠scalar numeric⁠ representing the estimation time in the specified unit..

See Also

Other lcModel functions: clusterNames(), clusterProportions(), clusterSizes(), clusterTrajectories(), coef.lcModel(), converged(), deviance.lcModel(), df.residual.lcModel(), externalMetric(), fitted.lcModel(), fittedTrajectories(), getCall.lcModel(), getLcMethod(), ids(), lcModel-class, metric(), model.frame.lcModel(), nClusters(), nIds(), nobs.lcModel(), plot-lcModel-method, plotClusterTrajectories(), plotFittedTrajectories(), postprob(), predict.lcModel(), predictAssignments(), predictForCluster(), predictPostprob(), qqPlot(), residuals.lcModel(), sigma.lcModel(), strip(), time.lcModel(), trajectoryAssignments()

Examples

data(latrendData)
method <- lcMethodLMKM(Y ~ Time, id = "Id", time = "Time")
model <- latrend(method, latrendData)

estimationTime(model)
estimationTime(model, unit = 'mins')
estimationTime(model, unit = 'days')

latrend documentation built on Aug. 8, 2025, 6:59 p.m.