This special issue presents updated traditional MACD MACD also because traditional speculation in the success rate is low because of the delayed signal. Thus, traditional application development to MACD overall knowledge of fas tak SI, and a new definition of "MACDF" (Fuzzy MACD) to increase efficiency in the decision to stock trading, has a success rate in higher speculation by the complete analysis and testing with historical stock price data MACDF back 3 years for SET50 in Thai stock exchange of.
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