지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국통계학회 CSAM(Communications for Statistical Applications and Methods) CSAM(Communications for Statistical Applications and Methods) 제26권 제1호
- 발행연도
- 2019.1
- 수록면
- 57 - 67 (11page)
이용수
초록· 키워드
오류제보하기
Income distribution is a major concern in economic theory. In regional economics, it is often of interest to compare income distributions in different regions. Traditional methods often compare the income inequality of different regions by assuming parametric forms of the income distributions, or using summary statistics like the Gini coefficient. In this paper, we propose a nonparametric procedure to test for heterogeneity in income distributions among different regions, and a K-means clustering procedure for clustering income distributions based on energy distance. In simulation studies, it is shown that the energy distance based method has competitive results with other common methods in hypothesis testing, and the energy distance based clustering method performs well in the clustering problem. The proposed approaches are applied in analyzing data from China Health and Nutrition Survey 2011. The results indicate that there are significant differences among income distributions of the 12 provinces in the dataset. After applying a 4-means clustering algorithm, we obtained the clustering results of the income distributions in the 12 provinces.
목차
등록된 정보가 없습니다.
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Time Series Analysis of Income Distribution Effect on Consumption
Journal of The Korean Data Analysis Society
2016 .01
-
Comparison of time series clustering methods and application to power consumption pattern clustering
CSAM(Communications for Statistical Applications and Methods)
2020 .11
-
On hierarchical clustering in sufficient dimension reduction
CSAM(Communications for Statistical Applications and Methods)
2020 .07
-
영농형 태양광 설치에 따른 농가소득 영향분석
한국기후변화학회지
2021 .10
-
Clustering daily AMI data using the two-step clustering method
한국데이터정보과학회지
2022 .01
-
Comparison of graph clustering methods for analyzing the mathematical subject classification codes
CSAM(Communications for Statistical Applications and Methods)
2020 .09
-
Functional hierarchical clustering using shape distance
CSAM(Communications for Statistical Applications and Methods)
2024 .09
-
Clustering high-cardinality categorical data using category embedding methods
한국데이터정보과학회지
2020 .01
-
성인 1인 가구의 소득수준에 따른 식품섭취 및 영양소 섭취 비교 : 국민건강영양조사 제7기(2016~2018년도) 자료 활용
한국지역사회생활과학회지
2024 .08
-
Clustering non-stationary advanced metering infrastructure data
CSAM(Communications for Statistical Applications and Methods)
2022 .03
-
미취학 자녀를 둔 맞벌이 아버지와 외벌이 아버지의 자녀돌봄시간 분석
가정과삶의질연구
2021 .06
-
Effect of Income Distribution on Household Savings Rate in Korea
Journal of The Korean Data Analysis Society
2016 .01
-
Geodesic Clustering for Covariance Matrices
CSAM(Communications for Statistical Applications and Methods)
2015 .07
-
국민총소득 분배구조의 변화 요인 분석
Journal of The Korean Data Analysis Society
2018 .01
-
코로나19 팬데믹 전후 초·중·고등학생의 가구소득별 에너지 및 다량영양소 섭취: 국민건강영양조사 (2016–2022) 자료 활용
대한지역사회영양학회지
2024 .06
-
Families of Distributions Arising from Distributions of Ordered Data
CSAM(Communications for Statistical Applications and Methods)
2015 .03
-
Depth-Based rank test for multivariate two-sample scale problem
CSAM(Communications for Statistical Applications and Methods)
2023 .05
-
기초생활서비스 및 인구 분포 특성에 따른 농촌 공간 유형화
한국지역사회생활과학회 학술대회 자료집
2021 .11
-
Panel Data Analysis of Income Convergence in China
Journal of The Korean Data Analysis Society
2017 .01
-
Low-income Households’ Experiences and Perception of Home Energy Cost Burdens in Cheongju, South Korea
한국주거학회 국제학술대회논문집
2015 .04
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2023-310-001503381