Kshitij Khare

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-8595-7503

Department of Statistics, University of Florida

Publications

• Bayesian group-shrinkage based estimation for panel vector autoregressive models with mixed frequency data — The Annals of Applied Statistics 2025 (name-matched, not ORCID-linked)
• The Bayesian nested lasso for mixed frequency regression models — The Annals of Applied Statistics 2023
• Estimation of Gaussian directed acyclic graphs using partial ordering information with applications to DREAM3 networks and dairy cattle data — The Annals of Applied Statistics 2023
• Strong selection consistency of Bayesian vector autoregressive models based on a pseudo-likelihood approach — The Annals of Statistics 2021
• High-Dimensional Posterior Consistency in Bayesian Vector Autoregressive Models — Journal of the American Statistical Association 2019
• Posterior graph selection and estimation consistency for high-dimensional Bayesian DAG models — The Annals of Statistics 2019
• Bayesian inference for Gaussian graphical models beyond decomposable graphs — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
• A Bayesian approach for envelope models — The Annals of Statistics 2017
• A convex pseudolikelihood framework for high dimensional partial correlation estimation with convergence guarantees — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2015
• Wishart distributions for decomposable covariance graph models — The Annals of Statistics 2011 (name-matched, not ORCID-linked)
• A spectral analytic comparison of trace-class data augmentation algorithms and their sandwich variants — The Annals of Statistics 2011