Predictive Distributions and the Transition from Sparse to Dense Functional Data

Álvaro Gajardo, Xiongtao Dai, Hans-Georg Müller

A representation of Gaussian distributed sparsely sampled longitudinal data in terms of predictive distributions for their functional principal component scores (FPCs) maps availab…