49 citations · 90 across the 5 of their papers we have counts for
3 papers · 1 filter
Use of Cross-validation Bayes Factors to Test Equality of Two Densities
Jeffery Hart, Taeryon Choi, Naveed Merchant
We propose a non-parametric, two-sample Bayesian test for checking whether or not two data sets share a common distribution. The test makes use of data splitting ideas and does not…
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…
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…