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Activity Number: 131 - Methods for Spatial, Temporal, and Spatio-Temporal Data
Type: Contributed
Date/Time: Monday, August 9, 2021 : 1:30 PM to 3:20 PM
Sponsor: Section on Statistics and the Environment
Abstract #318272
Title: Response Envelopes for Multivariate Spatial Data
Author(s): Hossein Moradi Rekabdarkolaee*
Companies: South Dakota State University
Keywords: Envelope model; Spatial correlation; reducing subspace

The recently developed Envelope method is a parsimonious version of the classical multivariate regression model that offers a substantial efficiency gain. We present a parsimonious version of the linear coregionalization model for spatial data with nonseparable covariance function. The effectiveness of the new approach is investigated through simulation studies.

Authors who are presenting talks have a * after their name.

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