Abhirup Datta
Environmental Engineering · 2014–2020
A researcher in the Science corpus: 4 papers; trusts 23 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Environmental Engineering — 42 citations into it; #4,540 of 5,479 by trust here, #3,500 by citations
- Statistics and Probability — 39 citations into it
- Artificial Intelligence — 23 citations into it
- Economics and Econometrics — 23 citations into it
- Signal Processing — 7 citations into it
- Evaluation & Benchmarks — 5 citations into it
- Finance — 5 citations into it
- Geography, Planning and Development — 5 citations into it
Whom Abhirup Datta trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Michael L. Stein
- Sudipto Banerjee
- Alan E. Gelfand
- Robert B. Gramacy
- B. Shaby
- C. Chatfield
- Noel Cressie
- Juan Du
- Cari Kaufman
- Leo Breiman
Who trusts Abhirup Datta overall
- Flávio B. Gonçalves
- Arkajyoti Saha
- Alexander Litvinenko
- Matthias Katzfuss
- Dani Gamerman
- Sumanta Basu
- Ying Sun
Papers from Abhirup Datta's perspective
Ordered by how strongly the researchers Abhirup Datta trusts endorse each paper. Same corpus, a different order for every researcher.
- Interpolation of spatial data
- Hierarchical Modeling and Analysis for Spatial Data
- Covariance Tapering for Interpolation of Large Spatial Datasets
- The Nature of Statistical Learning Theory
- Fixed-domain asymptotic properties of tapered maximum likelihood estimators
- Bayesian measures of model complexity and fit
- Statistical Methods for Spatial Data Analysis
- Space and Space-Time Modeling using Process Convolutions
- Spatial Modeling With Spatially Varying Coefficient Processes (Journal of the American Statistical Association)
- Bayesian Treed Gaussian Process Models With an Application to Computer Modeling
Their papers
- A Case Study Competition Among Methods for Analyzing Large Spatial Data (2017) — 458 citations
- Random Forests for dependent data (2020) — 9 citations
- Robustness of trait connections across environmental gradients and growth forms (2019) — 114 citations
- Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets (2014) — 749 citations