Efficient Bayesian hierarchical functional data analysis with basis function approximations using Gaussian-Wishart processes

Jingjing Yang, Dennis D. Cox, Jong Soo Lee +2

Functional data are defined as realizations of random functions (mostly smooth functions) varying over a continuum, which are usually collected with measurement errors on discretiz…