• Title/Summary/Keyword: 특성감안가격함수

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헤도닉 가격모형의 함수형태 - 시장특성을 감안한 변환함수들의 적용 및 검증 -

  • Heo, Se-Rim;Gwak, Seung-Jun
    • Environmental and Resource Economics Review
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    • v.5 no.2
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    • pp.291-302
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    • 1996
  • 환경질 개선의 편익추정에 사용되는 헤도닉 가격모형에서 제1단계 헤도닉 함수 추정시 그 함수형태에 따라 결과가 편의를 가질 수 있다. 본 논문에서는 13가지의 각기 다른 비선형 및 선형 헤도닉 함수 등을 한국 주택시장에 적용하여 그 적합성을 이론 및 실증적 방법을 병행하여 검증하였다. 그 결과, 고전적으로 종속변수만을 변환시키는 Box-Cox 함수형태나 Box-Cox 변형계수가 사전적으로 0과 1사이에 있음을 가정하는 오목한(concave) 한 함수형태가 기존 연구와는 달리 한국시장에는 적합한 함수형태가 아니라는 결과를 이끌어 냈다. 나아가 서울 주택시장에 가장 적합한 함수형태는 종속 및 독립변수를 각각 다르게 변환시키는 헤도닉 함수형태임을 보여 주었다. 아울러 본 연구는 간접적으로 헤도닉 가격모형 적용시 그 지역의 주택시장 특성에 관한 연구가 선행되어야 함을 시사하고 있다.

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Box-Cox 변형(變形)을 이용한 지가함수(地價函數)의 추정(推定)

  • Son, Jae-Yeong;An, Hong-Gi
    • KDI Journal of Economic Policy
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    • v.16 no.2
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    • pp.21-49
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    • 1994
  • 공시지가제도하에서 개별필지 가격산정은 지가함수(地價函數) 추정, 비준표(比準表) 작성, 인근 유사 표준지(標準地)와의 특성차이를 감안한 가격결정 과정을 거치는데, 각 단계의 기술적 문제에 대한 연구는 별로 없었다. 이 글은 지가함수(地價函數) 추정에서 log-log함수형태가 통계학적으로 또는 실제 활용상 적합한가의 문제와 지가함수(地價函數) 추정결과를 그대로 지가예측식(地價豫測式)으로 이용할 수 있는가의 두가지 문제를 다루고 있다. 서울시 서초구와 강남구자료에 대해 Box-Cox 변형(變型)을 이용한 지가함수(地價函數)와 log-log형태의 지가함수(地價函數)를 추정하여 비교해 본 결과 통계학적으로는 전자가 우월하지만, 지가추정(地價推定)에서 양자간의 차이는 크지 않았으며 추정비용(推定費用), 활용(活用)의 용이성 등의 관점에서는 후자가 선호되었다. 또 지가함수(地價函數) 추정결과를 현재와 같이 표준지와 여타 토지간의 가격차이(價格差異)를 계산하는 용도로 한정하는 것이 표준지가격(標準地價格) 자체가 가진 정보를 활용하는 방안으로 바람직하다는 결론을 얻었다.

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Electricity Demand and the Impact of Pricing Reform: An Analysis with Household Expenditure Data (가구별 소비자료를 이용한 전력수요함수 추정 및 요금제도 변경의 효과 분석)

  • Kwon, Oh-Sang;Kang, Hye-Jung;Kim, Yong-Gun
    • Environmental and Resource Economics Review
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    • v.23 no.3
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    • pp.409-434
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    • 2014
  • This paper estimates household demand for electricity using a micro-level household expenditure data set. A two-stage estimation method where the endogenous block price estimates are obtained from a discrete block choice model is used. This method successfully identifies a downward sloping conditional demand function with the data, while both the usual two-stage method with instrumental variable estimation and the Hewitt-Hanemann discrete-continuous model fail to do that. The paper simulates the impacts of two hypothetical pricing reforms that reduce the number of blocks and make the price gap smaller. It is shown that the reform may increase the overall consumer benefit, but is regressive.

A Study on the Changes of the Apartment price in Accordance with Project process of Super high-rise mixed use buildings (초고층 주상복합 건물의 개발사업 단계에 따른 주변지역 아파트가격의 변화에 관한 연구)

  • Kim, Sang Hwan;Choy, Won Cheol;Kim, Ju Hyung;Kim, Jae Jun
    • KIEAE Journal
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    • v.10 no.5
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    • pp.159-164
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    • 2010
  • High-rising buildings are a sort of solution to recent cities. Till now real estate development was concentrated in new development on vacant lots, and it resulted urban sprawl. Generally large cities are confronted with the exodus of industry and population from city. High-rising buildings solve many problems associated with this problem. The purpose of this research is to identify the effect of super high-rise mixed use building project process on apartment price. For this study, the hypothesis is that price of apartments is influenced by project process of super high-rise mixed use building. The study concerned 4 variations of project process that is building permits stage, sale stage, construction starting stage and stage of moving into building. The target projects of buildings are selected by number of floor(over 40 floors) and construction time. And 48 apartment complex are selected around super high-rise mixed use building. This study uses hedonic price function to analysis effect of project process of super high-rise mixed use building. A price of apartments is defined as a dependent variable. Characteristics of residence, complex, district and super high-rise building are defined as independent variables. The results are as follows; first, there is no error in price model of this study. Second, it is found that apartment price was influenced negatively by building permit stage and sale stage of super high-rise mixed use building. But that was influenced positively by construction starting stage and stage of moving into building of that. Third, as the project process of super high-rise mixed use building was proceeded, price of apartments was increased.

An Estimation of the Pyiee Elasticities of Tobacco and Health Demand of Korean Urban Households using Macro and Micro Level Data (한국 도시가구의 담배소비와 보건의료지출: 가구 특성을 감안한 수요체계적 분석에 의한 가격탄력성 추정시도)

  • 김원년;이충열
    • Korea journal of population studies
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    • v.25 no.1
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    • pp.257-289
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    • 2002
  • In this study we analyse how the tobacco prices have an effect on the national health. The level of tobacco price will fluctuate its consumers demand and eventually affect the national health status. We estimate tobacco consumption function as well as households'demand system in which tobacco and health expenditure functions are included. Demand elasticities are estimated and evaluated in order to find future policies to improve the national health by controlling the national tobacco consumption There are two econometric approaches app1ied in this study. The lent tobacco demand analysis method is mm tobacco consumption function model. Using national indices of tobacco price, tobacco consumption and other related variables, tobacco consumption function is estimated. The other is micro demand system analysis by using Korean urban households expenditure data during the period of 1991 to 1999. The own price elasticity which is estimated from national tobacco demand per capita is -0.19 for all people and -0.176 for the adults over 18, which means 100% price increase will cause decease of tobacco demand at 19% and 17.6% per each The cross vice elasticity which is estimated between tobacco and health expenditure of urban households demand system is -0.2328, which implies 100% of tobacco price increase will decrease 23.28% of health expenditure. The low price elasticities imply that tobacco price increase will increase total tobacco sales volume. 100% of tobacco price increase will bring about 79% increase of total tobacco sales volume according to our scenario. Korea's tobacco demand is negatively responsive to fluctuations in its price. The health expenditure is also negatively relatedto the tobacco price fluctuation. These empirical outputs could be utilized as the basis of government's tax policy to control national tobacco consumption in the future.

A Bayesian Estimation of Price for Commercial Property: Using subjective priors and a kriging technique (상업용 토지 가격의 베이지안 추정: 주관적 사전지식과 크리깅 기법의 활용을 중심으로)

  • Lee, Chang Ro;Eum, Young Seob;Park, Key Ho
    • Journal of the Korean Geographical Society
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    • v.49 no.5
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    • pp.761-778
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    • 2014
  • There has been relatively little study to model price for commercial property because of its low transaction volume in the market. Despite of this thin market character, this paper tried to estimate prices for commercial lots as accurate as possible. We constructed a model whose components consist of mean structure(global trend), exponential covariance function and a pure error term, and applied it to actual sales price data of Seoul. We explicitly took account of spatial autocorrelation of land price by utilizing a kriging technique, a representative method of spatial interpolation, because the land price of commercial lots has feature of differential price forming pattern depending on submarkets they belong to. In addition, we chose to apply a bayesian kriging to overcome data scarcity by incorporating experts' knowledge into prior probability distribution. The chosen model's excellent performance was verified by the result from validation data. We confirmed that the excellence of the model is attributed to incorporating both autocorexperts' knowledge and spatial autocorrelation in the model construction. This paper is differentiated from previous studies in the sense that it applied the bayesian kriging technique to estimate price for commercial lots and explicitly combined experts' knowledge with data. It is expected that the result of this paper would provide a useful guide for the circumstances under which property price has to be estimated reliably based on sparse transaction data.

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