工程管理学报
工程管理學報
공정관이학보
CONSTRUCTION MANAGEMENT MODERNIZATION
2015年
2期
137-141
,共5页
商品住宅价格%微观因素%主成分分析%多元线性回归分析
商品住宅價格%微觀因素%主成分分析%多元線性迴歸分析
상품주택개격%미관인소%주성분분석%다원선성회귀분석
commercial housing price%micro factors%principal component analysis%multiple linear regression analysis
城市商品住宅价格不仅受宏观因素的影响,而且受微观因素的影响。分析微观因素对住宅价格的影响,有利于消费者做出合理的购房决策。通过对影响商品住宅价格的主要微观因素进行归纳,分析影响城市商品住宅价格微观因素的构成,以桂林市为例,运用主成分分析和多元线性回归分析的方法进行实例分析:采用主成分分析法筛选出影响商品住宅价格的主要因子,并对入选因子进行全回归分析,以确定影响城市商品住宅价格的主要微观因素。
城市商品住宅價格不僅受宏觀因素的影響,而且受微觀因素的影響。分析微觀因素對住宅價格的影響,有利于消費者做齣閤理的購房決策。通過對影響商品住宅價格的主要微觀因素進行歸納,分析影響城市商品住宅價格微觀因素的構成,以桂林市為例,運用主成分分析和多元線性迴歸分析的方法進行實例分析:採用主成分分析法篩選齣影響商品住宅價格的主要因子,併對入選因子進行全迴歸分析,以確定影響城市商品住宅價格的主要微觀因素。
성시상품주택개격불부수굉관인소적영향,이차수미관인소적영향。분석미관인소대주택개격적영향,유리우소비자주출합리적구방결책。통과대영향상품주택개격적주요미관인소진행귀납,분석영향성시상품주택개격미관인소적구성,이계림시위례,운용주성분분석화다원선성회귀분석적방법진행실례분석:채용주성분분석법사선출영향상품주택개격적주요인자,병대입선인자진행전회귀분석,이학정영향성시상품주택개격적주요미관인소。
The commercial housing price is not only affected by macro factors,but also by micro factors. By analyzing the impact factors influencing commercial housing price,it is available for the government to carry out land planning,for the developers to make investment and development decisions,and for the residents to make reasonable decisions to buy houses. This paper concluded the main micro factors which could affect the commercial housing price and analyzed their composing background. Taking Guilin city as an example,the principal component analysis method and the multiple linear regression analysis method were adopted for an empirical analysis. This paper used the principal component analysis method to filter the main elements influencing the commercial housing price and then made a regression analysis on the selected elements to confirm the dominating micro factors influencing urban commercial housing price.