Northwestern University

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Spatial Statistics Analysis with Artificial Neural Network

Description:

The spatial autoregressive model has been widely applied in science, in areas such as economics, public finance, political science, agricultural economics, environmental studies and transportation analyses. The classical spatial autoregressive model is a linear model for describing spatial correlation. In this work, we expand the classical model to include time...

Keyword:

Neural network, Maximum likelihood method, Spatial analysis, and Noise injection

Subject:

Mathematics, Geography, and Statistics

Creator:

Wang, Wenqian

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/12/2020

Date Created:

2019-01-01

Resource Type:

Dissertation

Alternate Identifier:

etdadmin_upload_663006 and http://dissertations.umi.com/northwestern:14671