The Estimation of Spatial Effects of the Office Rent in Seoul
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초록
This study analyzed the spatial effects on office rent in three representative regions in Seoul (CBD, Gangnam, and Mapo/Yeouido) using three autocorrelation models (SEM, SLM, and SAC) as well as the hedonic model (traditional OLS). The results of this study show that SEM is more suitable than the typical regression model (OLS) for office market analysis. Moran's I coefficient which can presume the spatial effects represented the spatial dependence. The strongest spatial dependence was observed in CBD, followed by Mapo/Yeouido and Gangnam. It is caused by the difference between the rent level and the spatial density rate. But this spatial effects of office market in Seoul were weak as compared with that of housing market because of supplier's market that the rent is decided by suppliers of office, so far. Despite the drawback that the analysis is unable to control the effects of omitted-variables completely, it is a meaningful study dealing with the spatial effects of office market in Seoul.
Abstract
This study analyzed the spatial effects on office rent in three representative regions in Seoul (CBD, Gangnam, and Mapo/Yeouido) using three autocorrelation models (SEM, SLM, and SAC) as well as the hedonic model (traditional OLS). The results of this study show that SEM is more suitable than the typical regression model (OLS) for office market analysis. Moran's I coefficient which can presume the spatial effects represented the spatial dependence. The strongest spatial dependence was observed in CBD, followed by Mapo/Yeouido and Gangnam. It is caused by the difference between the rent level and the spatial density rate. But this spatial effects of office market in Seoul were weak as compared with that of housing market because of supplier's market that the rent is decided by suppliers of office, so far. Despite the drawback that the analysis is unable to control the effects of omitted-variables completely, it is a meaningful study dealing with the spatial effects of office market in Seoul.
참고문헌 (28)
- 김종원, "주택시장에서의 공간자기상관의 검증 및 회귀계수의 추정", 경제학연구, 48(2), pp.155~173
- An Ji-a, "A study on the Spatial Effects on Apartment Prices Using Spatial Dependence", The Annual Conference of Journal of Korean Planners Association, pp.957~965 (2005)
- Anselin. Luc., "Spatial Econometrics: Methods and Models" (1988), Kluwer
- Anselin. Luc, "Spatial econometrics in practice: A review of software options", Regional Science and Urban Economics, 22, pp.509~536 (1992)
- Anselin. Luc, "Spatial dependence in linear regression models with an introduction to spatial econometrics, In Handbook of Applied Economic Statistics", pp.237~289 (1998)
- Basu. S, "Analysis of Spatial Autocorrelation in House Prices", Journal of Real Estate Finance and Economics, 17(1), pp.61~85 (1998)
- Can. A., "The Measurement of Neighborhood Dynamics in Urban Housing Prices", Economic Geography, 66(3), pp.254~272 (1990)
- Can. A., "Specification and Estimation of Hedonic Housing Price Model", Regional Science and Urban Economics, 22(3), pp.453~474 (1992)
- 최열, "공간자기상관과 주변 용도지역에서 접근성을 고려한 주거지 내 지가 추정에 관하 연구？", 국토계획, 41(5), pp.4~4 (2006), 대한국토·도시계획학회
- Dubin. R, "Spatial Autoregression Techniques for Real Estate Data", Journal of Real Estate Literature, 7, pp.77~95 (1999)
- Eppli. Mark., "Value Allocation in Regional Shopping Centers", The Appraisal Journal (1998)
- Hardin Ⅲ. W. G., "Wolverton and Jon Carr An Empirical Analysis of Community Center Rents", Journal of Real Estate Research, 23(1), pp.163~178 (2002)
- Hardin III. Wolverton., "Neighborhood Center Image and Rents", Journal of Real Estate Finance and Economics, 23(1), pp.31~46 (2001)
- Hardin III. Wolverton., "Micro-Market Determinants of Neighborhood Center Rental Rates", Journal of Real Estate Finance and Economics, 23(1), pp.299~322 (2000)
- Hur Youn-Kyoung, "A Study on Estimation of House Price In Regard of Spatial Effects", Housing Studies Review, 15(4), pp.5~23 (2007)
- 전기석, "위계적 선형모형을 이용한 오피스 임대료결정요인 분석", 국토연구, 49, pp.171~184 (2006), 국토연구원
- 이창무, "서울 오피스 임대시장구조 실증분석", 국토계획, 40(2), pp.207~221 (2005), 대한국토·도시계획학회
- 이재우, "서울 상가시장 임대료결정요인에 관한 연구", 국토계획, 41(1), pp.75~90 (2006), 대한국토·도시계획학회
- LeSage. James P., "Regression analysis of spatial data", Journal of Regional Analysis and Policy, 27(2), pp.83~94 (1997)
- Mardia. K. V, "Maximum Likelihood Estimation of Models for Residual Covariance in Spatial Regression", Biometrika, 71, pp.135~146 (1984)
- Miller. G. Norman, "Multiple Regression Condominium Valuation With a Touch of Behavioral Theory", The Appraisal Journal, 55(1), pp.108~155 (1987)
- Pace. R. K., "Spatial Statistics and Real Estate", Journal of Real Estate Finance and Economics, 17(1), pp.5~13 (1998)
- Park. Heon-soo, "A Study on the Estimation of the Real Estate Price Index using a Spatiotemporal Real Estate Data" (2004), Korea Research Institue for Human Settlements
- 박현수, "공간자기회귀모형의 근린가중치행렬 적용에 관한 연구", 국토계획, 42(2), pp.179~193 (2007), 대한국토·도시계획학회
- Rosen. S., "Hedonic prices and implicit market: Product Differentiation in pure competition", Journal of Political Economy, 82(1), pp.34~55 (1974)
- Son. Jae-young, "Analysis of Office Rent in Seoul", Journal of Korean Planners Association, 35(5), pp.279~295 (2000)
- 손재영, "서울시 오피스건물의 자본환원율 결정요인", 국토계획, 42(2), pp.163~178 (2007), 대한국토·도시계획학회
- Vernor. J. D., "Shopping Center Appraisal and Analysis", Appraisal Institute, ~ (1992)