Concepedia

Sudipto Banerjee

SB

123

Publications

8.2K

Citations

45

H-Index

2000

Active since

Affiliations

University of Minnesota(Current)

University of California, Los Angeles

Michigan State University

Johns Hopkins University

National Institute of Environmental Health Sciences

Sudipto Banerjee is an author at University of Minnesota specializing in statistics, engineering, and public health.

Top concepts

StatisticsEngineeringPublic HealthSpatial StatisticsGeographyData ScienceStatistical InferenceBiostatisticsEnvironmental HealthBayesian Statistics

Publications per year

2000–2024

123

Publications

123

Gaussian Predictive Process Models for Large Spatial Data Sets

Sudipto Banerjee, Alan E. Gelfand, Andrew O. Finley et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2008 · 997 citations · Full text

Spatial Modeling With Spatially Varying Coefficient Processes

Alan E. Gelfand, Hyon‐Jung Kim, C. F. Sirmans et al. · Journal of the American Statistical Association · 2003 · 612 citations · Full text

Spatial Surface, Spatial Modeling, Response Variable +16

Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets

Abhirup Datta, Sudipto Banerjee, Andrew O. Finley et al. · Journal of the American Statistical Association · 2015 · 597 citations · Full text

Substantial Scalability, Quantitative Spatial Model, Spatial Process Models +12

Nonstationary multivariate process modeling through spatially varying coregionalization

Alan E. Gelfand, Alexandra M. Schmidt, Sudipto Banerjee et al. · Test · 2004 · 326 citations

Nonstationary Multivariate Process, Gaussian Process, Process Monitoring +5

Improving the performance of predictive process modeling for large datasets

Andrew O. Finley, Huiyan Sang, Sudipto Banerjee et al. · Computational Statistics & Data Analysis · 2008 · 232 citations · Full text

Engineering, Machine Learning, Data Science +15

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