Function reference • TPSClus

All functions

cluster.coefs(): Fuzzy c-medoids clustering on tensor-product spline coefficients

cluster.fitted(): Fuzzy c-medoids clustering on fitted values of splines

FKM.glm(): Fit a generalized linear model (GLM) using clusters a predictors

plot(<FKM.glm>): Plot glm that uses clusters as predictors

plot(<FKM.predicted>): Plot an object of class FKM.predicted

plot(<FKM.TPS>): Plot an object of class 'FKM.TPS'

plot(<TPSfit>): Plot an object of class TPSfit.

predict(<FKM.glm>): Predict the model outcome for a new set of data

predict(<FKM.TPS>): Predict the cluster assignment for new subjects

TPSfit(): Fit tensor product splines to longitudinal data

TS.sim.new: A data frame of simulated multivariate time series data for predictions

TS.sim: A data frame of simulated multivariate time series data