The Effect of a Sports Stadium on Housing Rents: An Application of Geographically Weighted Regression

Researchers have determined that real estate prices vary in continuous ways as a function of spatial characteristics -- In this study we examine whether geographically weighted regression (GWR) provides different estimates of price effects around a sports stadium than more traditional regression tec...

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Autores:
Agudelo Torres, Jorge Enrique
Agudelo Torres, Gabriel Alberto
Franco Arbeláez, Luis Ceferino
Franco Ceballos, Luis Eduardo
Tipo de recurso:
Fecha de publicación:
2015
Institución:
Universidad EAFIT
Repositorio:
Repositorio EAFIT
Idioma:
spa
OAI Identifier:
oai:repository.eafit.edu.co:10784/7805
Acceso en línea:
http://hdl.handle.net/10784/7805
Palabra clave:
C33
C51
C21
C53
D14
O18
Regresión Geográficamente Ponderada
BIENES RAÍCES - PRECIOS
MERCADO DE LA VIVIENDA
OFERTA DE VIVIENDA
ANÁLISIS DE REGRESIÓN - MODELOS MATEMÁTICOS
Real Property - Prices
Housing market
Housing supply
Regression analysis - mathematical models
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Summary:Researchers have determined that real estate prices vary in continuous ways as a function of spatial characteristics -- In this study we examine whether geographically weighted regression (GWR) provides different estimates of price effects around a sports stadium than more traditional regression techniques -- We find that an application of GWR with hedonic prices finds that the stadium has a negative external effect on housing rents that extends outward 560 meters, in contrast to the positive external effect on housing rents found using a conventional estimation technique