RidgeRegression(능형회귀)을 이용한 지가변동 결정요인 분석

A Study on the Factor of the Determination to the Land Value Change Using Ridge Regression - The Case of the Excluded Settlements in the Green Belt -

1. CONTENTS (1) RESEARCH OBJECTIVES This study analyzes the factors of the determination to the land value change of the excluded settlements in the G.B. After that, it is expected to provide a convenient way to measure the land price increases in an effort to properly counteract. (2) RESEARCH METHOD For this research, we employ ordinary least square and ridge regression as an empirical study for the land value change of the excluded settlements in the G.B. (3) RESEARCH FINDINGS In the major results of this research are as follows; It has shown that the variables to denote settlement type, housing site, farmland, national land, dwelling density and access time to settlement are the important variables. 2. RESULTS The purpose of this study is to analyze the changes in land prices, especially the deregulation of the areas under development restriction(G.B). And this finds the way of doing an efficient land management and trying urban planning level of approach. Therefore, we analyze the factors of the determination to the land value change of the excluded settlements in the G.B through ols and ridge regression. The results in this study add to the knowledge of factors affecting G,B adjustment in Ulsan. In addition, this study offers the balanced account of land value change of the excluded settlements by using empirical analyses.