122 citations · 159 across the 15 of their papers we have counts for
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elhmc: An R Package for Hamiltonian Monte Carlo Sampling in Bayesian Empirical Likelihood
Dang Trung Kien, Neo Han Wei, Sanjay Chaudhuri
In this article, we describe a {\tt R} package for sampling from an empirical likelihood-based posterior using a Hamiltonian Monte Carlo method. Empirical likelihood-based methodol…
Population level information combined parameter estimation from complex survey datasets
Sanjay Chaudhuri, Mark S. Handcock, Michael S. Rendall
We consider an empirical likelihood framework for inference for a statistical model based on an informative sampling design and population-level information. The population-level i…
A Unified Statistical Procedure to Analyse Irreversible Thermal Curves
Sanjay Chaudhuri, Dang Trung Kien, Gopinatha Suresh Kumar +3
DNA hybridisation experiments are crucial for studying the thermodynamic and kinetic profiles of various systems in nucleic acid chemistry. The phenomenon of hysteresis is commonly…
A Two-step Metropolis Hastings Method for Bayesian Empirical Likelihood Computation with Application to Quantile Regression and Bayesian Model Selection
Sanjay Chaudhuri, Teng Yin, Snehashis Chakraborty +1
Empirical likelihood-based methods have been used under the Bayesian framework (BayesEL) in recent times. For statistical inference, these methods require efficient Markov chain Mo…