lcMethodFunFEM: Specify a FunFEM method

In latrend: A Framework for Clustering Longitudinal Data

Specify a FunFEM method

Description

Specify a FunFEM method

Usage

lcMethodFunFEM(
  response,
  time = getOption("latrend.time"),
  id = getOption("latrend.id"),
  nClusters = 2,
  basis = function(time) fda::create.bspline.basis(time, nbasis = 10, norder = 4),
  ...
)

Arguments

response	The name of the response variable.
time	The name of the time variable.
id	The name of the trajectory identifier variable.
nClusters	The number of clusters to estimate.
basis	The basis function. By default, a 3rd-order B-spline with 10 breaks is used.
...	Arguments passed to funFEM::funFEM. The following external arguments are ignored: fd, K, disp, graph.

References

\insertRef

bouveyron2015funfemlatrend

See Also

Other lcMethod implementations: getArgumentDefaults(), getArgumentExclusions(), lcMethod-class, lcMethodAkmedoids, lcMethodCrimCV, lcMethodDtwclust, lcMethodFeature, lcMethodFunction, lcMethodGCKM, lcMethodKML, lcMethodLMKM, lcMethodLcmmGBTM, lcMethodLcmmGMM, lcMethodMclustLLPA, lcMethodMixAK_GLMM, lcMethodMixtoolsGMM, lcMethodMixtoolsNPRM, lcMethodRandom, lcMethodStratify

Examples

data(latrendData)

if (require("funFEM") && require("fda")) {
  method <- lcMethodFunFEM("Y", id = "Id", time = "Time", nClusters = 3)
  model <- latrend(method, latrendData)

  method <- lcMethodFunFEM("Y",
   basis = function(time) {
      create.bspline.basis(time, nbasis = 10, norder = 4)
   }
  )
}

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