평활된 주기도를 이용한 강수량자료의 군집화

Classification of Precipitation Data Based on Smoothed Periodogram

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