49 citations · 51 across the 2 of their papers we have counts for
2 papers
stat.ME2015★ 2 cited
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…
stat.ME2014★ 49 cited
Smoothing and mean-covariance estimation of functional data with a Bayesian hierarchical model
Jingjing Yang, Hongxiao Zhu, Taeryon Choi +1
Functional data, with basic observational units being functions (e.g., curves, surfaces) varying over a continuum, are frequently encountered in various applications. While many st…