Concepedia

Abhirup Datta

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Publications

33

Citations

2.5K

H-Index

19

Active since

2015

Affiliations

Johns Hopkins University(Current)

University of California, Los Angeles

Michigan State University

Yale University

University of Minnesota

Abhirup Datta is an author at Johns Hopkins University specializing in engineering, data science, and statistics.

ORCID

Top concepts

Publications per year

2015–2024

33

Publications

33

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

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A Case Study Competition Among Methods for Analyzing Large Spatial Data

Matthew J. Heaton, Abhirup Datta, Andrew O. Finley et al. · Journal of Agricultural Biological and Environmental Statistics · 2018 · 391 citations · Full text

Mapping local and global variability in plant trait distributions

Ethan E. Butler, Abhirup Datta, Habacuc Flores‐Moreno et al. · Proceedings of the National Academy of Sciences · 2017 · 287 citations · Full text

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Efficient Algorithms for Bayesian Nearest Neighbor Gaussian Processes

Andrew O. Finley, Abhirup Datta, Bruce D. Cook et al. · Journal of Computational and Graphical Statistics · 2018 · 147 citations

Robustness of trait connections across environmental gradients and growth forms

Habacuc Flores‐Moreno, Farideh Fazayeli, Arindam Banerjee et al. · Global Ecology and Biogeography · 2019 · 127 citations · Full text

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