3 papers
math.ST2020
Statistical optimality and stability of tangent transform algorithms in logit models
Indrajit Ghosh, Anirban Bhattacharya, Debdeep Pati
A systematic approach to finding variational approximation in an otherwise intractable non-conjugate model is to exploit the general principle of convex duality by minorizing the m…
q-bio.PE2020
Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges
Tanujit Chakraborty, Indrajit Ghosh, Tirna Mahajan +1
The coronavirus disease 2019 (COVID-19) has become a public health emergency of international concern affecting more than 200 countries and territories worldwide. As of September 3…
q-bio.PE2020
Within host dynamics of SARS-CoV-2 in humans: Modeling immune responses and antiviral treatments
Indrajit Ghosh
In December 2019, a newly discovered SARS-CoV-2 virus was emerged from China and propagated worldwide as a pandemic. In the absence of preventive medicine or a ready to use vaccine…