Statistical assessment of spatio-temporal impact of COVID-19 lockdown on air pollution using different modeling approaches in India, 2019–2020
Debjoy Thakur and I. Das.
Regional Statistics.
Publications
Research articles
Published, accepted, submitted, and ongoing work.
Published & accepted
Uni-variate and Bi-variate Inverted Exponential-Teissier Distribution in Bayesian and Non-Bayesian framework to Model Stochastic Dynamic Variation of Climate data
Debjoy Thakur, S. Bhattacharya, and I. Das.
Theoretical and Applied Climatology.
Advancements of Space-Time Modeling in Environmental Statistics
Debjoy Thakur.
Ph.D. Thesis, IIT Tirupati.
A spatial copula interpolation in a random field with application in air pollution data
Debjoy Thakur, I. Das, and S. Chakravarty.
Modeling Earth System and Environment.
Variational Approximated Restricted Maximum Likelihood Estimation for Spatial Data
Debjoy Thakur.
Statistics & Probability Letters, accepted.
Submitted / Preprints
Multi-Resolution Analysis of Variable Selection in Spatial Intensity Function for Risky Road in St. Louis
Debjoy Thakur and S. Lahiri.
Revised and resubmitted.
Local Variable and Neighborhood Selection in Spatial Firearm Fatality in Southeastern USA
Debjoy Thakur, L. Zhao, and S. Bandyopadhyay.
Research in preparation
- Spatial Point Process on Riemannian Manifold for Noisy Locations.
- Non-Gaussian Deep Neural Network: Application to Periodontal Health.
- Fast Simulation of Spatial Stream Flow using Neural Network.
- Local Variable Selection in Spatial Regression: Local LASSO.
- Ordinary Least-Squares-Based Spatial Variogram Estimation.
- Local Spatial Deep Indicator Kriging for Non-Stationary Spatial Surface.