A Regression Analysis of Personal/household Attributes Effect on Commuting Time

• 발행기관: 한국자료분석학회
• 저자명: 김준(Joon Kim)
• 간행물 정보: 『Journal of The Korean Data Analysis Society (JKDAS)』Vol.8 No.1, 63~78쪽, 전체 16쪽
• 주제분류: 자연과학 > 통계학
• 파일형태: PDF
• 발행일자: 2006.02.28

영문 초록

This paper performed ANOVA and regression analysis to verify a number of factor shortening women s commuting time. As marital status and number of younger children, many variables shortening women s commuting time are tested. Among others, education level, position in job, household ownership, occupation, age, marital status and number of children are shown relatively large difference in commuting time of female in Seoul. Besides many findings, the limit of this paper is relatively small R-square value. In regression analysis involving 7 variables above mentioned, the R-square is 0.135. This means the model exclude some important variables. Income, full-time/part-time worker etc. may be these factors.

목차

I. Introduction

II. Theoretical Background

III. Research Model and Hypothesis

IV. Test of Hypothesis and Regression Analysis

V. Summary and Conclusions

REFERENCES

키워드

personal attribute commuting time ANOVA modal choice household responsibility travel behavior regression analysis