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- W2257527773 abstract "We apply the RMT-PCA, recently developed PCA in order to grasp temporal trends in a stock market, on the daily-close stock prices of American Stocks in NYSE for 16 years from 1994 to 2009 and show the effectiveness and consistency of this method by analyzing the whole data at once, as well as analyzing the cut data in various partitions, such as two files of 8 year length, four files of 4 year length, and eight files of 2year length. The result shows a good agreement to the actual historical trends of the markets. We also discuss on the internal consistency among the results of different time intervals." @default.
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- W2257527773 date "2011-01-01" @default.
- W2257527773 modified "2023-09-24" @default.
- W2257527773 title "Trend-Extraction of Stock Prices in the American Market by Means of RMT-PCA" @default.
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- W2257527773 doi "https://doi.org/10.1007/978-3-642-22194-1_63" @default.
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