Abhirup Datta

Assistant Professor

20162019
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Fingerprint Dive into the research topics where Abhirup Datta is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Gaussian Process Mathematics
Spatial Data Mathematics
Gaussian Model Mathematics
Large Data Mathematics
Nearest Neighbor Mathematics
Process Model Mathematics
High-dimensional Mathematics
Lasso Mathematics

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Research Output 2016 2019

A Note on Cross-Validation for Lasso Under Measurement Errors

Datta, A. & Zou, H., Jan 1 2019, (Accepted/In press) In : Technometrics.

Research output: Contribution to journalComment/debate

Lasso
Measurement errors
Cross-validation
Measurement Error
Covariates

Bayesian high-dimensional regression for change point analysis

Datta, A., Zou, H. & Banerjee, S., Jan 1 2019, In : Statistics and its Interface. 12, 2, p. 253-264 12 p.

Research output: Contribution to journalArticle

Change-point Analysis
Change Point
High-dimensional
Regression
Covariates

Efficient Algorithms for Bayesian Nearest Neighbor Gaussian Processes

Finley, A. O., Datta, A., Cook, B. D., Morton, D. C., Andersen, H. E. & Banerjee, S., Jan 1 2019, In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journalArticle

Gaussian Process
Alternate
Nearest Neighbor
Efficient Algorithms
Numerical Linear Algebra
Bayesian Modeling
Spatial Data
Bayesian inference
Spatial Process
Computing

Robustness of trait connections across environmental gradients and growth forms

Flores-Moreno, H., Fazayeli, F., Banerjee, A., Datta, A., Kattge, J., Butler, E. E., Atkin, O. K., Wythers, K., Chen, M., Anand, M., Bahn, M., Byun, C., Cornelissen, J. H. C., Craine, J., Gonzalez-Melo, A., Hattingh, W. N., Jansen, S., Kraft, N. J. B., Kramer, K., Laughlin, D. C. & 7 others, Minden, V., Niinemets, Ü., Onipchenko, V., Peñuelas, J., Soudzilovskaia, N. A., Dalrymple, R. L. & Reich, P. B., Dec 1 2019, In : Global Ecology and Biogeography. 28, 12, p. 1806-1826 21 p.

Research output: Contribution to journalArticle

growth form
environmental gradient
leaf area
connectivity
climate