The SAR Model for Very Large Datasets: A Reduced Rank Approach

The SAR model is widely used in spatial econometrics to model Gaussian processes on a discrete spatial lattice, but for large datasets, fitting it becomes computationally prohibitive, and hence, its usefulness can be limited. A computationally-efficient spatial model is the spatial random effects (S...

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Bibliographic Details
Main Authors: Sandy Burden, Noel Cressie, David G. Steel
Format: Article
Language:English
Published: MDPI AG 2015-05-01
Series:Econometrics
Subjects:
Online Access:http://www.mdpi.com/2225-1146/3/2/317