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

Spatial Model
Mathematics

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

## Research Output 2016 2019

## 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

## Spatial factor models for high-dimensional and large spatial data: An application in forest variable mapping

Taylor-Rodriguez, D., Finley, A. O., Datta, A., Babcock, C., Andersen, H. E., Cook, B. D., Morton, D. C. & Banerjee, S., Jan 1 2019, In : Statistica Sinica. 29, 3, p. 1155-1180 26 p.Research output: Contribution to journal › Article

Factor Models

Spatial Model

Large Data

Spatial Data

High-dimensional

## A Case Study Competition Among Methods for Analyzing Large Spatial Data

Heaton, M. J., Datta, A., Finley, A. O., Furrer, R., Guinness, J., Guhaniyogi, R., Gerber, F., Gramacy, R. B., Hammerling, D., Katzfuss, M., Lindgren, F., Nychka, D. W., Sun, F. & Zammit-Mangion, A., Jan 1 2018, (Accepted/In press) In : Journal of Agricultural, Biological, and Environmental Statistics.Research output: Contribution to journal › Article

spatial data

Large Data

Spatial Data

case studies

Gaussian Process