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평활된 주기도를 이용한 강수량자료의 군집화
Classification of Precipitation Data Based on Smoothed Periodogram
- 박만식;
- 김희영
초록
It is well known that spectral density function determines auto-covariance func-tion of stationary time-series data and smoothed periodogram is a consistent estimatorof spectral density function. Recently, Kim and Park (2007) showed that smoothed-periodogram based distances performs very well for the classi¯cation. In this paper, we introduce classi¯cation methods with smoothed periodogram and apply the approaches to the monthly precipitation measurements obtained from January, 1987 through De- cember, 2007 at 22 locations in South Korea.
키워드
Periodogram; smoothing; spectral density; clustering; precipitation.
- 제목
- 평활된 주기도를 이용한 강수량자료의 군집화
- 제목 (타언어)
- Classification of Precipitation Data Based on Smoothed Periodogram
- 저자
- 박만식; 김희영
- 발행일
- 2008
- 저널명
- 응용통계연구
- 권
- 21
- 호
- 3
- 페이지
- 547 ~ 560