Malay Ghosh

1. Posterior Graph Selection and Estimation Consistency for High-dimensional Bayesian DAG Models
   2016/11/03 by Xuan Cao, Cao, Xuan, Kshitij Khare +3 · 5 citations
   Computer Science · Mathematics · #62F15 #62G20 #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
2. Asymptotic Properties of Bayes Risk of a General Class of Shrinkage\n Priors in Multiple Hypothesis Testing Under Sparsity
   2013/10/28 by Prasenjit Ghosh, Xueying Tang, Ghosh, Prasenjit +5 · 2 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference
3. Contraction of a quasi-Bayesian model with shrinkage priors in precision matrix estimation
   2021/04/25 by Ruoyang Zhang, Yisha Yao, Zhang, Ruoyang +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Other Statistics (stat.OT) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Target Tracking and Data Fusion in Sensor Networks
4. The Inverse Gamma-Gamma Prior for Optimal Posterior Contraction and Multiple Hypothesis Testing
   2017/10/12 by Ray Bai, Malay Ghosh, Bai, Ray +1 · 2 citations
   Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Optimal Experimental Design Methods #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Bayesian Variable Selection and Estimation Based on Global-Local Shrinkage Priors
   2016/05/25 by Xueying Tang, Xiaofan Xu, Tang, Xueying +5 · 1 citation
   Engineering · Mathematics · #Advanced Statistical Methods and Models #Control Systems and Identification #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
6. Posterior consistency in multi-response regression models with non-informative priors for the error covariance matrix in growing dimensions
   2023/05/23 by P.S. Sarkar, Kshitij Khare, Sarkar, Partha +3 · 1 citation
   Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
7. Asymptotic Minimax Estimation under Global-Local Priors
   2026/07/31 by Rhitankar Bandyopadhyay, Malay Ghosh
   Mathematics · #math.ST #stat.TH