Research Output per year

## Fingerprint Fingerprint is based on mining the text of the persons scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Gaussian Model
Mathematics

Gaussian Process
Mathematics

Process Model
Mathematics

Nearest Neighbor
Mathematics

Errors in Variables
Mathematics

Particulate Matter
Mathematics

Spatio-temporal Data
Mathematics

Large Data Sets
Mathematics

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

## Research Output 2016 2017

## Cocolasso for high-dimensional error-in-variables regression

Datta, A. & Zou, H. Dec 1 2017 In : Annals of Statistics. 45, 6, p. 2400-2426 27 p.Research output: Contribution to journal › Article

Errors in Variables

Cross-validation

Lasso

High-dimensional

Regression

## Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets

Datta, A., Banerjee, S., Finley, A. O. & Gelfand, A. E. Apr 2 2016 In : Journal of the American Statistical Association. 111, 514, p. 800-812 13 p.Research output: Contribution to journal › Article

Gaussian Model

Gaussian Process

Large Data Sets

Process Model

Nearest Neighbor

## Nonseparable dynamic nearest neighbor Gaussian process models for large spatio-temporal data with an application to particulate matter analysis

Datta, A., Banerjee, S., Finley, A. O., Hamm, N. A. S. & Schaap, M. Sep 1 2016 In : Annals of Applied Statistics. 10, 3, p. 1286-1316 31 p.Research output: Contribution to journal › Article

Particulate Matter

Spatio-temporal Data

Nonseparable

Large Data

Gaussian Model

## On nearest-neighbor Gaussian process models for massive spatial data

Datta, A., Banerjee, S., Finley, A. O. & Gelfand, A. E. Sep 1 2016 In : Wiley Interdisciplinary Reviews: Computational Statistics. 8, 5, p. 162-171 10 p.Research output: Contribution to journal › Review article

Gaussian Model

Spatial Data

Gaussian Process

Process Model

Nearest Neighbor