Title: Clustering Trajectories Anchored at Intervention Time
Authors@R: c(person("George", "Ostrouchov", role = c("aut", "cre"), email =
person("David", "Gagnon", role = "aut"),
person("Hanna", "Gerlovin", role = "aut"),
person("Chen", "Wei-Chen", role = "ctb"),
person("Schmidt", "Drew", role = "ctb"),
person("Oak Ridge National Laboratory", role="cph"),
person("U.S. Department of Veteran's Affairs", role="fnd",
comment="Project: Million Veteran Program Data Core")
Imports: data.table, graphics, grDevices, methods, mgcv, MixSim,
Description: Clusters medical trajectories (unequally spaced and unequal
length time series) aligned by an intervention time. Performs k-means
clustering, where each mean is a thin plate spline fit to all points in
a cluster. Distance is MSE across trajectory points to cluster spline.
Provides silhouette plots and Adjusted Rand Index evaluations of the number
of clusters. Scales well to large data with multicore parallelism available
U.S. Department of Veteran's Affairs [fnd] (Project: Million Veteran

Description: Clusters longitudinal trajectories over time (can be unequally
spaced, unequal length time series and/or partially overlapping series) on
a common time axis. Performs k-means clustering on a single continuous
variable measured over time, where each mean is defined by a thin plate
spline fit to all points in a cluster. Distance is MSE across trajectory
points to cluster spline. Provides graphs of derived cluster splines,
silhouette plots, and Adjusted Rand Index evaluations of the number

Title: Methods for joint dimension reduction and clustering
Description: A collection of methods for joint dimension reduction and
Authors@R: c(person("Angelos", "Markos", email = "amarkos@gmail.com", role =
c("aut", "cre")), person("Alfonso", "Iodice D' Enza", role = "aut"),
person("Michel", "Van de Velden", role = "aut"))
Collate: 'MCAk.r' 'disjMake.r' 'fuzzyMCAk.r' 'groupals.r' 'iFCB.r'

'FactorialKM.r' 'ReducedKM.r' 'plotrd.r' 'ed.r' 'nrm.r'

Depends: corpcor, e1071, ggplot2, randtoolbox, irlba