The Analysis of Private Education Cost for the Elementary, Middle, and High School Students in Korea

被引:0
|
作者
Lee, Hyejeong [1 ]
Song, Jongwoo [1 ]
机构
[1] Ewha Womans Univ, Dept Stat, Seoul 120750, South Korea
基金
新加坡国家研究基金会;
关键词
Private education cost; regression; classification; random forests; gradient boosting;
D O I
10.5351/KJAS.2014.27.7.1125
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper studies what affects the private education cost for the elementary, middle, and high school students. It is a big issue now because there can be a problem in the equal opportunity for education if the portion of private education cost is very high in the total education cost. If we spend more time and money on the private education than the school education, it can cause the polarization among the classes and regions. The excessive private education also can deteriorate the school system. we use various regression and classification methods to analyze the cost of private education and find the important variables in the models. we found that large cities spend more money on the private education than small cities. We also found that high school students spend more than middle school students and the elementary students and the household with more income spend more money on the private education.
引用
收藏
页码:1125 / 1137
页数:13
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