Statistical description and dimension reduction of continuous time categorical trajectories with multivariate functional principal components

Hervé Cardot, Caroline Peltier

Getting tools that allow simple representations and comparisons of a set of categorical trajectories is of major interest for statisticians. Without loosing any information, we ass…