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Filtering by: Committee Member Kowalewski, Alec R. Creator Dumelle, Michael J.

A Linear Mixed Model Framework for Spatio-Temporal Random Processes using the Separable and Product-Sum Covariance Structures

Creator:

Dumelle, Michael J.

Abstract:

We describe spatio-temporal random processes using linear mixed models and discuss estimation, inference, and prediction under this formulation. We show how many commonly used covariances are special cases of this more general framework and pay special attention to the separable and product-sum covariances. The linear mixed model formulation facilitates straightforward...

Resource Type:

Dissertation

Full Text:

• Horticulture: Alec Kowalewski and Clint Mattox • Physics: Kenneth Walsh I have some incredible friends and