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Enhanced Bollinger Band Stock Quantitative Trading Strategy Based on Random Forest
Artificial Intelligence Evolution, 2023Constructing applicable automated stock trading strategies has become one of the best ways that people can earn profits from their underlying assets' investments now. Automated stock trading, also called quantitative trading, contains sets of human-defined rules, which are written in codes to make decisions to go long or short on stocks on a computer ...
Keyue Yan, Yimeng Wang, Ying Li
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An Empirical Study on Chinese Futures Market Based on Bollinger Bands Strategy and R
Journal of Finance and Investment Analysis, 2023Abstract Quantitative investment trading is becoming more and more popular due to the gradual integration of computer technology, mathematics, and statistics. It is of great practical significance to develop a multi-species portfolio investment model that takes into account various transaction costs and conforms to live trading.
Enguang Zhang, He Ma
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Combining value averaging and Bollinger Band for an ETF trading strategy
Applied Economics, 2016ABSTRACTThe decision-making of investors is highly influenced by their feelings. According to behavioural finance, investor greed and fear would form irrational behaviour and affect their portfolio allocation. Although well-known mechanical investment strategy of dollar cost averaging (DCA) and value averaging (VA) could eliminate the problems of when ...
Hung-Cheng Lai +2 more
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Bollinger Bands Trading Strategy Optimization with Genetic Algorithm
Proceedings do Congresso Brasileiro de AutomáticaThis work aims to apply a genetic algorithm to optimize a trading strategy based on the Bollinger Bands volatility technical indicator. The strategy defined here uses this indicator to trigger buy and sell signals, and different choices for the indicator parameters lead to different strategy final returns.
null Willian Siquieri +1 more
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Robust Testing for Bollinger Band, Moving Average and Relative Strength Index
Journal of Finance Issues, 2022We test whether the moving average indicator is profitable in trend following and compare the result with common momentum indicators such as Relative Strength Index (RSI) and Bollinger Band (BB). Our sample runs from January 1, 1963, through December 31. 2019. We test whether the signals generated are profitable and compare their success in timing the
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A new Bollinger Band based energy efficient routing for clustered wireless sensor network
Applied Soft Computing, 2015Graphical abstractDisplay Omitted HighlightsUsed "Grid Based Method" to create clusters.Derived cluster head selection method based on Bollinger Bands (BB) that is a technical trading tool.Simulation results shows significant improvement in the network life time that is measured using First Node Dies (FND), Half of the Nodes Alive (HNA) and Last Node ...
Ankit Thakkar, Ketan Kotecha
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Kalmanbot: Kalmannet-Aided Bollinger Bands for Pairs Trading
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023Haoran Deng +3 more
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The profitability of Bollinger Bands trading bitcoin futures
Applied Economics Letters, 2022Min-Yuh Day +3 more
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BOLLINGER BAND, AND RELATIVE STRENGTH INDEX PRICE ANALYSIS
International Journal of Business Research, 2022Dave Rayome, Matt Lutey
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The profitability of Bollinger Bands trading bitcoin futures
Applied Economics Letters, 2023Min-Yuh Day +2 more
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