Kshitij Khare
University of Florida(US)
Publications by Year
Research Areas
Statistical Methods and Inference, Statistical Methods and Bayesian Inference, Bayesian Methods and Mixture Models, Markov Chains and Monte Carlo Methods, Sparse and Compressive Sensing Techniques
Most-Cited Works
- → A Convex Pseudolikelihood Framework for High Dimensional Partial Correlation Estimation with Convergence Guarantees(2014)115 cited
- → Posterior graph selection and estimation consistency for high-dimensional Bayesian DAG models(2018)56 cited
- → High-Dimensional Posterior Consistency in Bayesian Vector Autoregressive Models(2018)45 cited
- → A Bayesian approach for envelope models(2017)43 cited
- → A spectral analytic comparison of trace-class data augmentation algorithms and their sandwich variants(2011)42 cited
- → Geometric ergodicity of the Gibbs sampler for Bayesian quantile regression(2012)42 cited
- → Geometric ergodicity of the Bayesian lasso(2013)41 cited
- → RasGRP1 promotes amphetamine-induced motor behavior through a Rhes interaction network (“Rhesactome”) in the striatum(2016)39 cited
- → High dimensional posterior convergence rates for decomposable graphical models(2015)29 cited
- → Geometric ergodicity for Bayesian shrinkage models(2014)28 cited