Datta, Abhirup

1. Hierarchical Nearest-Neighbor Gaussian Process Models for Large\n Geostatistical Datasets
   2014/06/27 by Abhirup Datta, Datta, Abhirup, Sudipto Banerjee +5 · 34 citations
   Environmental Science · #FOS: Computer and information sciences #Forest ecology and management #Methodology (stat.ME) #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Soil Geostatistics and Mapping
2. A Case Study Competition Among Methods for Analyzing Large Spatial Data
   2017/10/13 by Matthew J. Heaton, Heaton, Matthew J., Abhirup Datta +24 · 26 citations
   Environmental Science · Computer Science · #Soil Geostatistics and Mapping #Remote Sensing and LiDAR Applications #Data Management and Algorithms
3. Efficient algorithms for Bayesian Nearest Neighbor Gaussian Processes
   2017/02/01 by Andrew O. Finley, Abhirup Datta, Finley, Andrew O. +9 · 6 citations
   Environmental Science · #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Species Distribution and Climate Change
4. Non-separable Dynamic Nearest-Neighbor Gaussian Process Models for Large\n spatio-temporal Data With an Application to Particulate Matter Analysis
   2015/10/24 by Abhirup Datta, Sudipto Banerjee, Datta, Abhirup +7 · 5 citations
   Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Air Quality and Health Impacts #Applications (stat.AP) #Atmospheric and Environmental Gas Dynamics #FOS: Computer and information sciences #Vehicle emissions and performance
5. A causal inference framework for spatial confounding
   2021/12/30 by Brian Gilbert, Abhirup Datta, Gilbert, Brian +3 · 6 citations
   Economics, Econometrics and Finance · Social Sciences · #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Health disparities and outcomes #Methodology (stat.ME) #Spatial and Panel Data Analysis
6. CoCoLasso for High-dimensional Error-in-variables Regression
   2015/10/24 by Datta, Abhirup, Zou, Hui · 3 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
7. Spatial disease mapping using Directed Acyclic Graph Auto-Regressive\n (DAGAR) models
   2017/04/25 by Abhirup Datta, Sudipto Banerjee, Datta, Abhirup +3 · 3 citations
   Economics, Econometrics and Finance · Medicine · Social Sciences · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Health disparities and outcomes #Methodology (stat.ME) #Spatial and Panel Data Analysis
8. Neural networks for geospatial data
   2023/04/18 by Zhan, Wentao, Datta, Abhirup · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
9. spNNGP R package for Nearest Neighbor Gaussian Process models
   2020/01/24 by Andrew O. Finley, Finley, Andrew O., Abhirup Datta +3 · 3 citations
   Economics, Econometrics and Finance · Environmental Science · #Computation (stat.CO) #Economic and Environmental Valuation #Environmental Impact and Sustainability #FOS: Computer and information sciences #Spatial and Panel Data Analysis
10. Effects Of The Ionosphere On Ground-Based Detection Of The Global 21 CM\n Signal From The Cosmic Dawn And The Dark Ages
    2014/09/01 by Abhirup Datta, Richard Bradley, Datta, Abhirup +9 · 2 citations
    Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #GNSS positioning and interference #Geophysics and Gravity Measurements #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Radio Astronomy Observations and Technology
11. Spatial Factor Models for High-Dimensional and Large Spatial Data: An\n Application in Forest Variable Mapping
    2018/01/06 by Daniel Taylor‐Rodríguez, Andrew O. Finley, Taylor-Rodriguez, Daniel +13 · 2 citations
    Environmental Science · #Remote Sensing and LiDAR Applications #Soil Geostatistics and Mapping #Atmospheric and Environmental Gas Dynamics
12. Peering into the Dark (Ages) with Low-Frequency Space Interferometers
    2019/08/12 by Koopmans, Leon, Barkana, Rennan, Bentum, Mark +28 · 2 citations
    #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
13. A Transformation-free Linear Regression for Compositional Outcomes and\n Predictors
    2020/04/16 by Jacob Fiksel, Scott L. Zeger, Fiksel, Jacob +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Methodology (stat.ME)
14. Modeling Structure and Country-specific Heterogeneity in Misclassification Matrices of Verbal Autopsy-based Cause of Death Classifiers
    2023/12/05 by Sandipan Pramanik, Scott L. Zeger, Pramanik, Sandipan +5 · 2 citations
    Environmental Science · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Health disparities and outcomes #Health, Environment, Cognitive Aging #Insurance, Mortality, Demography, Risk Management #Methodology (stat.ME)
15. Bayesian Functional Registration of fMRI Activation Maps
    2021/02/19 by Guoqing Wang, Wang, Guoqing, Abhirup Datta +3 · 1 citation
    Neuroscience · Medicine · #Functional Brain Connectivity Studies #Advanced Neuroimaging Techniques and Applications #Neural dynamics and brain function
16. A dynamic spatial filtering approach to mitigate underestimation bias in field calibrated low-cost sensor air-pollution data
    2022/03/28 by Claire Heffernan, Roger D. Peng, Heffernan, Claire +7 · 1 citation
    Environmental Science · #Air Quality Monitoring and Forecasting #Air Quality and Health Impacts #Applications (stat.AP) #Climate Change and Health Impacts #FOS: Computer and information sciences
17. A radio bridge connecting the minihalo and phoenix in the Abell 85 cluster
    2023/08/17 by Ramij Raja, Majidul Rahaman, Raja, Ramij +5 · 1 citation
    Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Astrophysics and Star Formation Studies #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Solar and Space Plasma Dynamics
18. Impact of Calibration and Position Errors on Astrophysical Parameters of the HI 21cm Signal
    2025/02/28 by Tripathi, Anshuman, Datta, Abhirup, Mazumder, Aishrila +1 · 2 citations
    #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences