Fingerprint Fingerprint is based on mining the text of the person's 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
Process model Business & Economics
Gaussian process Business & Economics
Nearest neighbor Business & Economics
Large Data Sets Mathematics

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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: Research - peer-reviewArticle

Errors in Variables
Errors in variables

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: Research - peer-reviewArticle

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: Research - peer-reviewArticle

Particulate Matter
Spatio-temporal Data
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: Research - peer-reviewReview article

Gaussian Model
Spatial Data
Gaussian Process
Process Model
Nearest Neighbor