estimationTime: Get the model estimation time

In latrend: A Framework for Clustering Longitudinal Data

Get the model estimation time

Description

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

Usage

## 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 list of lcModel objects.
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.
...	Additional arguments.

Value

A numeric representing the model estimation time, in the specified unit.

See Also

Other lcModel functions: clusterNames(), clusterProportions(), clusterSizes(), clusterTrajectories(), coef.lcModel(), converged(), deviance.lcModel(), df.residual.lcModel(), externalMetric,lcModel,lcModel-method, 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 March 31, 2023, 5:45 p.m.