Hazra, Arnab
- Latent Gaussian Models for High-Dimensional Spatial Extremes
2021/10/06 by Arnab Hazra, Raphaël Huser, Hazra, Arnab +3 · 2 citations
Environmental Science · Economics, Econometrics and Finance · #Soil Geostatistics and Mapping #Remote Sensing and LiDAR Applications #Spatial and Panel Data Analysis
- Efficient Modeling of Spatial Extremes over Large Geographical Domains
2021/12/19 by Arnab Hazra, Hazra, Arnab, Raphaël Huser +3 · 3 citations
Decision Sciences · Environmental Science · #Climate variability and models #FOS: Computer and information sciences #Hydrology and Drought Analysis #Methodology (stat.ME) #demographic modeling and climate adaptation
- A multivariate spatial skew-t process for joint modeling of extreme\n precipitation indexes
2018/12/31 by Arnab Hazra, Hazra, Arnab, Brian J. Reich +3 · 1 citation
Agricultural and Biological Sciences · Economics, Econometrics and Finance · Environmental Science · Social Sciences · #Agricultural Economics and Policy #Applications (stat.AP) #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis
- Flexible Modeling of Nonstationary Extremal Dependence using Spatially-Fused LASSO and Ridge Penalties
2022/10/11 by Xuanjie Shao, Shao, Xuanjie, Arnab Hazra +5 · 2 citations
Environmental Science · Mathematics · #Climate variability and models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical and numerical algorithms
- Estimating Changepoints in Extremal Dependence, Applied to Aviation Stock Prices During COVID-19 Pandemic
2023/08/26 by Arnab Hazra, Shiladitya Bose, Hazra, Arnab +1 · 1 citation
Economics, Econometrics and Finance · Mathematics · #60G70 #62P05 #Applications (stat.AP) #COVID-19 Pandemic Impacts #COVID-19 epidemiological studies #FOS: Computer and information sciences #Financial Risk and Volatility Modeling
- Exploring the Efficacy of Statistical and Deep Learning Methods for Large Spatial Datasets: A Case Study
2023/08/10 by Arnab Hazra, Hazra, Arnab, Pratik Nag +5 · 1 citation
Economics, Econometrics and Finance · Environmental Science · #Air Quality Monitoring and Forecasting #Computation (stat.CO) #FOS: Computer and information sciences #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis
- Contamination mapping in Bangladesh using a multivariate spatial\n Bayesian model for left-censored data
2021/06/29 by Indranil Sahoo, Arnab Hazra, Sahoo, Indranil +1 · 1 citation
Computer Science · Decision Sciences · Economics, Econometrics and Finance · Environmental Science · #Applications (stat.AP) #Efficiency Analysis Using DEA #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis