Research Output per year

## 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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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.

## 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 journal › Comment/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 journal › Article

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 journal › Article

Gaussian Process

Alternate

Nearest Neighbor

Efficient Algorithms

Numerical Linear Algebra

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Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments
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Zhang, L., Datta, A. & Banerjee, S., Jan 1 2019, In : Statistical Analysis and Data Mining.Research output: Contribution to journal › Article

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, , Dec 1 2019, In : Global Ecology and Biogeography. 28, 12, p. 1806-1826 21 p.Research output: Contribution to journal › Article

growth form

environmental gradient

leaf area

connectivity

climate