Bayesian Statistics

Bayesian analysis of spiked covariance models: correcting eigenvalue bias and determining the number of spikes (working paper)

Eigenstructure inference for high-dimensional covariance with generalized shrinkage inverse-Wishart prior (working paper)

Lévy Adaptive B-Spline Regression via Overcomplete Systems

Bayesian Nonparametric Classification for Incomplete Data With a High Missing Rate: an Application to Semiconductor Manufacturing Data