Stock prices trends analysis using wavelet transform

A. Langi, S. Pitara, Kuspriyanto
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引用次数: 1

Abstract

LQ45 is a stock market index for Indonesia Stock Exchange (ISX) consists of 45 companies that fulfill certain criteria to aim investor choosing some stocks. However, whether these stocks have tended to rise in price within a specified period. In this paper we analyze some stocks in LQ45 by discrete wavelet transforms. We decomposed signals from closed prices by discrete wavelet transform. Approximation signal from individual stock compared to approximation signal from JCI (Jakarta Composite Index) to justify that it have same trend.
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用小波变换分析股票价格走势
LQ45是印度尼西亚证券交易所(ISX)的股票市场指数,由45家公司组成,这些公司符合一定的标准,以帮助投资者选择一些股票。然而,这些股票是否有在特定时期内上涨的趋势。本文利用离散小波变换对LQ45股票进行了分析。利用离散小波变换对收盘价信号进行分解。将个股的近似信号与雅加达综合指数的近似信号进行比较,证明其具有相同的趋势。
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