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Three essays on modeling land use ch...

Lin, Huiyan.

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Three essays on modeling land use change and spatial econometric analysis of residential property value.

Record Type:	Electronic resources : Monograph/item
Title/Author:	Three essays on modeling land use change and spatial econometric analysis of residential property value./
Author:	Lin, Huiyan.
Description:	71 p.
Notes:	Source: Dissertation Abstracts International, Volume: 67-10, Section: A, page: 3919.
Contained By:	Dissertation Abstracts International67-10A.
Subject:	Geography. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3239072
ISBN:	9780542931420

Three essays on modeling land use change and spatial econometric analysis of residential property value.
Lin, Huiyan.

Three essays on modeling land use change and spatial econometric analysis of residential property value. - 71 p.

Source: Dissertation Abstracts International, Volume: 67-10, Section: A, page: 3919.

Thesis (Ph.D.)--Clemson University, 2006.

Neural network is used as an alternative for modeling land use change in coastal area. The neural net is superior to the logistic model in terms of approximation, accuracy and error as shown by this study. The results also show that neural net is more reliable for identification of spatial patterns and relationships.

ISBN: 9780542931420Subjects--Topical Terms:

524010
Geography.

Three essays on modeling land use change and spatial econometric analysis of residential property value.
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100 1 $a Lin, Huiyan. $3 1922689
245 1 0 $a Three essays on modeling land use change and spatial econometric analysis of residential property value.
300 $a 71 p.
500 $a Source: Dissertation Abstracts International, Volume: 67-10, Section: A, page: 3919.
500 $a Adviser: Molly Espey.
502 $a Thesis (Ph.D.)--Clemson University, 2006.
520 $a Neural network is used as an alternative for modeling land use change in coastal area. The neural net is superior to the logistic model in terms of approximation, accuracy and error as shown by this study. The results also show that neural net is more reliable for identification of spatial patterns and relationships.
520 $a Using hedonic analysis of residential properties and employing spatial econometric analysis, various spatial variables were estimated to have significant impact on the values of residential properties in urban/rural interface of Greenville County, South Carolina. The spatial-temporal model reduces the problem of error correlation with the nearest neighbors relative to those produced by the non-spatial OLS model.
520 $a Both urban-rural fringe location and lake proximity were estimated to have significant positive impact on the values of residential properties in the upstate of South Carolina. Spatial econometric models are employed to account for spatial effects in housing price analysis and to increase prediction accuracy.
590 $a School code: 0050.
650 4 $a Geography. $3 524010
650 4 $a Economics, Agricultural. $3 626648
650 4 $a Artificial Intelligence. $3 769149
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690 $a 0503
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710 2 0 $a Clemson University. $3 997173
773 0 $t Dissertation Abstracts International $g 67-10A.
790 1 0 $a Espey, Molly, $e advisor
790 $a 0050
791 $a Ph.D.
792 $a 2006
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3239072