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