48 citations · 126 across the 51 of their papers we have counts for
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IID Sampling from Doubly Intractable Distributions
Sourabh Bhattacharya
Intractable posterior distributions of parameters with intractable normalizing constants depending upon the parameters are known as doubly intractable posterior distributions. The…
IID Sampling from Intractable Multimodal and Variable-Dimensional Distributions
Sourabh Bhattacharya
Bhattacharya (2021b) has introduced a novel methodology for generating iid realizations from any target distribution on the Euclidean space, irrespective of dimensionality. In this…
IID Sampling from Intractable Distributions
Sourabh Bhattacharya
We propose a novel methodology for drawing iid realizations from any target distribution on the Euclidean space with arbitrary dimension. No assumption of compact support is necess…
Bayesian Levy-Dynamic Spatio-Temporal Process: Towards Big Data Analysis
Sourabh Bhattacharya
In this era of big data, all scientific disciplines are evolving fast to cope up with the enormity of the available information. So is statistics, the queen of science. Big data ar…