Sourabh Bhattacharya

Available identifiers

zbMath Open bhattacharya.sourabhMaRDI QIDQ252126

List of research outcomes

Publication	Date of Publication	Type
https://portal.mardi4nfdi.de/entity/Q6195666	2024-03-14	Paper
A Short Note on Almost Sure Convergence of Bayes Factors in the General Set-Up	2022-09-28	Paper
A Bayesian semiparametric approach to learning about gene–gene interactions in case-control studies	2022-02-23	Paper
Asymptotic theory of dependent Bayesian multiple testing procedures under possible model misspecification	2021-09-28	Paper
Bayesian MISE convergence rates of Polya urn based density estimators: asymptotic comparisons and choice of prior parameters	2021-05-03	Paper
On classical and Bayesian asymptotics in state space stochastic differential equations	2020-08-12	Paper
Increasing Domain Infill Asymptotics for Stochastic Differential Equations Driven by Fractional Brownian Motion	2020-05-19	Paper
Effects of gene-environment and gene-gene interactions in case-control studies: a novel Bayesian semiparametric approach	2020-05-13	Paper
Posterior Convergence of Nonparametric Binary and Poisson Regression Under Possible Misspecifications	2020-05-01	Paper
Posterior Consistency of Bayesian Inverse Regression and Inverse Reference Distributions	2020-05-01	Paper
High-dimensional Asymptotic Theory of Bayesian Multiple Testing Procedures Under General Dependent Setup and Possible Misspecification	2020-04-30	Paper
On asymptotic inference in stochastic differential equations with time‐varying covariates	2020-04-24	Paper
On classical and Bayesian asymptotics in stochastic differential equations with random effects having mixture normal distributions	2020-03-20	Paper
A novel bayesian multiple testing approach to deregulated miRNA discovery harnessing positional clustering	2020-02-07	Paper
Bayesian nonparametric dynamic state space modeling with circular latent states	2019-08-30	Paper
Nonparametric dynamic state space modeling of observed circular time series with circular latent states: a Bayesian perspective	2019-08-23	Paper
A brief review of optimal scaling of the main MCMC approaches and optimal scaling of additive TMCMC under non-regular cases	2019-05-22	Paper
Markov chain Monte Carlo based on deterministic transformations	2019-03-13	Paper
Bayesian inference in nonparametric dynamic state-space models	2019-03-13	Paper
Synthesizing categorical datasets to enhance inference	2019-03-13	Paper
Transdimensional transformation based Markov chain Monte Carlo	2019-02-28	Paper
Non-marginal decisions: a novel Bayesian multiple testing procedure	2019-02-14	Paper
Bayes Factor Asymptotics for Variable Selection in the Gaussian Process Framework	2018-10-23	Paper
A brief tutorial on transformation based Markov chain Monte Carlo and optimal scaling of the additive transformation	2017-11-01	Paper
A fully Bayesian approach to assessment of model adequacy in inverse problems	2017-06-29	Paper
On geometric ergodicity of additive and multiplicative transformation-based Markov chain Monte Carlo in high dimensions	2017-02-17	Paper
On asymptotics related to classical inference in stochastic differential equations with random effects	2016-04-22	Paper
A simulation approach to Bayesian emulation of complex dynamic computer models	2016-03-02	Paper
Perfect simulation for mixtures with known and unknown number of components	2016-02-05	Paper
On Bayesian asymptotics in stochastic differential equations with random effects	2015-11-23	Paper
Minimum Distance Estimation of Milky Way Model Parameters and Related Inference	2015-11-12	Paper
Bayesian nonparametric estimation of Milky Way parameters using matrix-variate data, in a new Gaussian process based method	2015-08-25	Paper
Asymptotic Theory of Bayes Factor in Stochastic Differential Equations: Part I	2015-03-31	Paper
Asymptotic Theory of Bayes Factor in Stochastic Differential Equations: Part II	2015-03-31	Paper
Bayesian analysis of semiparametric linear-circular models	2015-03-05	Paper
A Novel Bayesian Semiparametric Algorithm for Inferring Population Structure and Adjusting for Case‐Control Association Tests	2013-05-14	Paper
Fast and efficient Bayesian semi-parametric curve-fitting and clustering in massive data	2013-03-08	Paper
On Bayesian ``central clustering: application to landscape classification of Western Ghats	2011-12-14	Paper
A nonstationary nonparametric Bayesian approach to dynamically modeling effective connectivity in functional magnetic resonance imaging experiments	2011-10-21	Paper
Gibbs sampling based Bayesian analysis of mixtures with unknown number of components	2010-08-13	Paper
Bayesian inference for circular distributions with unknown normalising constants	2009-10-01	Paper
Consistent estimation of the accuracy of importance sampling using regenerative simulation	2008-10-30	Paper

Research outcomes over time

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