48 citations · 126 across the 51 of their papers we have counts for
3 papers · 2 filters
An Improved Bayesian Semiparametric Model for Palaeoclimate Reconstruction: Cross-validation Based Model Assessment
Sabyasachi Mukhopadhyay, Sourabh Bhattacharya
Fossil-based palaeoclimate reconstruction is an important area of ecological science that has gained momentum in the backdrop of the global climate change debate. The hierarchical…
Minimum Distance Estimation of Milky Way Model Parameters and Related Inference
Sourabh Banerjee, Ayanendranath Basu, Sourabh Bhattacharya +3
We propose a method to estimate the location of the Sun in the disk of the Milky Way using a method based on the Hellinger distance and construct confidence sets on our estimate of…
Bayesian Nonparametric Estimation of Milky Way Model Parameters Using a New Matrix-Variate Gaussian Process Based Method
Dalia Chakrabarty, Munmun Biswas, Sourabh Bhattacharya
In this paper we develop an inverse Bayesian approach to find the value of the unknown model parameter vector that supports the real (or test) data, where the data comprises measur…