Shounak Chattopadhyay

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All published works

Action	Title	Year	Authors
+ PDF Chat	Blessing of dimension in Bayesian inference on covariance matrices	2024	Shounak Chattopadhyay Anru R. Zhang David B. Dunson
+	Inferring Synergistic and Antagonistic Interactions in Mixtures of Exposures	2022	Shounak Chattopadhyay Stephanie M. Engel David B. Dunson
+	Nearest Neighbor Dirichlet Process	2020	Shounak Chattopadhyay Antik Chakraborty David B. Dunson
+	Nearest Neighbor Dirichlet Mixtures	2020	Shounak Chattopadhyay Antik Chakraborty David B. Dunson

Common Coauthors

Coauthor	Papers Together
David B. Dunson	4
Antik Chakraborty	2
Anru Zhang	1
Stephanie M. Engel	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	A Reliable Data-Based Bandwidth Selection Method for Kernel Density Estimation	1991	Simon J. Sheather M. C. Jones	1
+ PDF Chat	Entropies and rates of convergence for maximum likelihood and Bayes estimation for mixtures of normal densities	2001	Subhashis Ghosal Aad van der Vaart	1
+ PDF Chat	Posterior consistency of Dirichlet mixtures in density estimation	1999	Subhashis Ghosal Jayanta K. Ghosh Ravi Ramamoorthi	1
+	Mathematical Methods in Quantum Mechanics	2009	Gerald Teschl	1
+	<b>DPpackage</b>: Bayesian Semi- and Nonparametric Modeling in<i>R</i>	2011	Alejandro Jara Timothy Hanson Fernando A. Quintana Peter Müller Gary L. Rosner	1
+	An alternative method of cross-validation for the smoothing of density estimates	1984	Adrian Bowman	1
+	Multivariate k-nearest neighbor density estimates	1979	Y. P. Mack M. Rosenblatt	1
+	The Skew-normal Distribution and Related Multivariate Families*	2005	Adelchi Azzalini	1
+ PDF Chat	A Sequential Algorithm for Fast Fitting of Dirichlet Process Mixture Models	2013	Xiaole Zhang David J. Nott Christopher Yau Ajay Jasra	1
+	Multivariate Dispersion Models Generated From Gaussian Copula	2000	Peter X.‐K. Song	1
+ PDF Chat	A Nonparametric Estimate of a Multivariate Density Function	1965	D. O. Loftsgaarden Charles P. Quesenberry	1
+ PDF Chat	On a Class of Bayesian Nonparametric Estimates: I. Density Estimates	1984	Albert Y. Lo	1
+ PDF Chat	A Bayesian Analysis of Some Nonparametric Problems	1973	Thomas S. Ferguson	1
+	Gibbs Sampling Methods for Stick-Breaking Priors	2001	Hemant Ishwaran Lancelot F. James	1
+ PDF Chat	Fast Bayesian Inference in Dirichlet Process Mixture Models	2010	Lianming Wang David B. Dunson	1
+	Markov Chain Sampling Methods for Dirichlet Process Mixture Models	2000	Radford M. Neal	1
+ PDF Chat	On Kullback-Leibler Loss and Density Estimation	1987	Peter Hall	1
+ PDF Chat	Some Aspects of Polya Tree Distributions for Statistical Modelling	1992	Michael Lavine	1
+	Asymptotic moments of near–neighbour distance distributions	2002	Dafydd Evans Antonia J. Jones Wolfgang M. Schmidt	1
+	Bayesian Density Estimation and Inference Using Mixtures	1995	Michael Escobar Mike West	1
+ PDF Chat	Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models	2008	Omiros Papaspiliopoulos Gareth O. Roberts	1
+	Bernstein–von Mises theorem for linear functionals of the density	2012	Vincent Rivoirard Judith Rousseau	1
+ PDF Chat	Adaptive Bayesian multivariate density estimation with Dirichlet mixtures	2013	Weining Shen Surya T. Tokdar Subhashis Ghosal	1
+ PDF Chat	Variational inference for Dirichlet process mixtures	2006	David M. Blei Michael I. Jordan	1
+	The<b>benchden</b>Package: Benchmark Densities for Nonparametric Density Estimation	2012	Thoralf Mildenberger Henrike Weinert	1
+	A Split-Merge Markov chain Monte Carlo Procedure for the Dirichlet Process Mixture Model	2004	Sonia Jain Radford M. Neal	1
+	A recursive algorithm for nonparametric analysis with missing data	1999	Michael A. Newton	1
+	DIRICHLET PRIOR SIEVES IN FINITE NORMAL MIXTURES	2002	Hemant Ishwaran Mahmoud Zarepour	1
+ PDF Chat	On Recursive Bayesian Predictive Distributions	2017	P. Richard Hahn Ryan R. Martin Stephen G. Walker	1
+ PDF Chat	Robust Bayesian Inference via Coarsening	2018	Jeffrey W. Miller David B. Dunson	1
+	Consensus Monte Carlo for Random Subsets Using Shared Anchors	2020	Yang Ni Yuan Ji Peter Müller	1
+	Nonparametric Density Estimation: The L 1 View.	1985	Charles Taylor Luc Devroye László Györfi	1
+	Distributed Bayesian clustering using finite mixture of mixtures	2020	Hanyu Song Yingjian Wang David B. Dunson	1
+ PDF Chat	Optional Pólya tree and Bayesian inference	2010	Wing Hung Wong Li Ma	1
+ PDF Chat	On rates of convergence for posterior distributions in infinite-dimensional models	2007	Stephen G. Walker Antonio Lijoi Igor Prünster	1
+ PDF Chat	Posterior convergence rates of Dirichlet mixtures at smooth densities	2007	Subhashis Ghosal Aad van der Vaart	1
+ PDF Chat	The High Time Resolution Universe Pulsar Survey - I. System configuration and initial discoveries	2010	M. J. Keith A. Jameson W. van Straten M. Bailes S. Johnston M. Krämer Andrea Possenti S. D. Bates N. D. R. Bhat M. Burgay	1