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Sudipto Banerjee

University of California, Los Angeles · US
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Area of research
Environmental Engineering · Economics and Econometrics
Research interest
Research interests include Soil Geostatistics and Mapping, Spatial and Panel Data Analysis, Statistical Methods and Bayesian Inference, and Statistical Methods and Inference.
h-index
50
citations
15,584
works
401
NIH funding
primary concept
email

Recent publications

Bayesian Inference for Spatially-Temporally Misaligned Data Using Predictive Stacking.
2026cited by 0position: contributordoi
Bayesian Inference for Spatial-Temporal Non-Gaussian Data Using Predictive Stacking.
2026cited by 0position: contributordoi
Ambient exposure to fine particulate matter with oxidative potential affects oxidative stress biomarkers in pregnancy.
2025cited by 7position: contributordoi
Bayesian Geostatistics Using Predictive Stacking.
2025cited by 2position: contributordoi
Assessing spatial disparities: a Bayesian linear regression approach.
2025cited by 1position: contributordoi
Fine particulate matter from burning oil and gas and associated neurological symptoms among Deepwater Horizon oil spill cleanup workers.
2025cited by 1position: contributordoi
Investigating the Aliso Canyon gas blowout disaster and adverse birth outcomes: A quasiexperimental approach.
2025cited by 1position: contributordoi
Associations between airborne crude oil chemicals and neurological symptoms among workers in the gulf long-term follow-up study.
2025cited by 0position: contributordoi
Gridding and Parameter Expansion for Scalable Latent Gaussian Models of Spatial Multivariate Data.
2025cited by 0position: contributordoi
Nonstationary Spatial Process Models with Spatially Varying Covariance Kernels.
2025cited by 0position: contributordoi
Graph-constrained Analysis for Multivariate Functional Data.
2025cited by 0position: contributordoi
A Bayesian Joint Model of Longitudinal Kidney Disease Progression, Recurrent Cardiovascular Events, and Terminal Event in Patients with Chronic Kidney Disease.
2025cited by 0position: contributordoi
Toward spatio-temporal models to support national-scale forest carbon monitoring and reporting
Environmental Research Letters 2024cited by 7position: contributordoi
Multivariate spatiotemporal functional principal component analysis for modeling hospitalization and mortality rates in the dialysis population.
2024cited by 4position: contributordoi
Association between spill-related exposure to fine particulate matter and peripheral motor and sensory nerve function among oil spill response and cleanup workers following the Deepwater Horizon oil spill.
2024cited by 3position: contributordoi
Fixed-Domain Asymptotics Under Vecchia's Approximation of Spatial Process Likelihoods.
2024cited by 2position: contributordoi
Finite Population Survey Sampling: An Unapologetic Bayesian Perspective.
2024cited by 1position: contributordoi
Models to Support Forest Inventory and Small Area Estimation Using Sparsely Sampled LiDAR: A Case Study Involving G-LiHT LiDAR in Tanana, Alaska
2024cited by 1position: contributordoi
Discussion on "Bayesian meta-analysis of penetrance for cancer risk" by Thanthirige Lakshika M. Ruberu, Danielle Braun, Giovanni Parmigiani, and Swati Biswas.
2024cited by 1position: contributordoi
Bayesian Modeling with Spatial Curvature Processes.
2024cited by 1position: contributordoi
Multivariate varying coefficient spatiotemporal model.
2024cited by 0position: contributordoi
Bayesian hierarchical modeling and inference for mechanistic systems in industrial hygiene.
2024cited by 0position: contributordoi
Joint species distribution models with imperfect detection for high‐dimensional spatial data
Ecology 2023cited by 46position: lastdoi
Exposure to volatile hydrocarbons and neurologic function among oil spill workers up to 6 years after the Deepwater Horizon disaster
Environmental Research 2023cited by 21position: contributordoi
Exposure to volatile hydrocarbons and neurologic function among oil spill workers up to 6 years after the Deepwater Horizon disaster
Environmental Research 2023cited by 20position: middledoi
Joint species distribution models with imperfect detection for high-dimensional spatial data.
2023cited by 9position: contributordoi
Fine particulate matter and incident coronary heart disease events up to 10 years of follow-up among Deepwater Horizon oil spill workers.
2023cited by 8position: contributordoi
Spatial Difference Boundary Detection for Multiple Outcomes Using Bayesian Disease Mapping.
2023cited by 7position: contributordoi
BAYESIAN HIERARCHICAL MODELING AND ANALYSIS FOR ACTIGRAPH DATA FROM WEARABLE DEVICES.
2023cited by 2position: contributordoi
Discussion of "Optimal test procedures for multiple hypotheses controlling the familywise expected loss" by Willi Maurer, Frank Bretz, and Xiaolei Xun.
2023cited by 1position: contributordoi

Grants

Collaborative Research: Rates of Change and Boundary Assessment in Spatiotemporal Processes
NSF2515898$120,0002026–2029PIRePORTER
Collaborative Research: Statistical Inference for High-dimensional Spatial-Temporal Process Models
NSF2113778$260,0002021–2026PIRePORTER
Collaborative Research: High-Dimensional Spatial-Temporal Modeling and Inference for Large Multi-Source Environmental Monitoring Systems
NSF1916349$199,9932019–2022PIRePORTER
III: Medium: Collaborative Research: Bayesian Modeling and Inference for Quantifying Terrestrial Ecosystem Functions
NSF1562303$361,9872016–2020PIRePORTER
Collaborative Research: Hierarchical Sparsity-Inducing Gaussian Process Models for Bayesian Inference on Large Spatiotemporal Datasets
NSF1513654$240,0002015–2018PIRePORTER
Hierarchical models for Large Geostatistical Datasets with Application
NSF1106609$303,4782011–2014PIRePORTER
Hierarchical models for Large Geostatistical Datasets with Applications to Forestry and Ecology
NSF0706870$253,5112007–2010PIRePORTER

Frequent collaborators

· 22 papers (2019–2026)Lawrence S. Engel · Monash University16 papers (2022–2025)Richard K Kwok · Office of the Director15 papers (2022–2024)Andrew O. Finley · Michigan United14 papers (2015–2024)Gurumurthy Ramachandran · Annamalai University9 papers (2022–2024)Dale P. Sandler · National Institute of Environmental Health Sciences8 papers (2022–2023)Mark R Stenzel · Public Health Department7 papers (2022–2023)Caroline P Groth · Public Health Department7 papers (2022–2023)Abhirup Datta · Johns Hopkins University5 papers (2015–2022)Alan E. Gelfand · Duke University4 papers (2014–2016)Dazhe Chen · Department of Health3 papers (2022–2023)Patricia A. Stewart · Utrecht University2 papers (2020–2023)Lu Zhang · University of Southern California2 papers (2022–2025)Beate Ritz · Fielding Graduate University2 papers (2023–2025)Patricia A. Stewart · 2 papers (2023–2023)Kaitlyn G. Lawrence · Triangle2 papers (2022–2023)Gregory C. Pratt · Quest Diagnostics (United States)2 papers (2022–2023)Mark Stenzel · Tulane University2 papers (2020–2023)Richard K. Kwok · Tulane University2 papers (2020–2023) · 2 papers (2020–2023)
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