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The Gated Three-Tower Transformer (GT3) is a transformer-based model designed to integrate numerical market data with textual information from social sources to enhance the accuracy of stock market predictions. [12] Since NNs require training and can have a large parameter space; it is useful to optimize the network for optimal predictive ability.
Market timing is the strategy of making buying or selling decisions of financial assets (often stocks) by attempting to predict future market price movements.The prediction may be based on an outlook of market or economic conditions resulting from technical or fundamental analysis.
Stock price prediction based on K-line patterns is the essence of candlestick technical analysis. However, there are some disputes on whether the K-line patterns have predictive power in academia. Candlesticks are graphical representations of price movements for a given period of time.
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No individual or firm can buy more than one share. According to the stock market rule, only members can participate on the floor and buy shares for themselves or their clients. At present, it has 238 members. The market capitalization of the Dhaka Stock Exchange reached nearly $9 billion in September 2007 and $27.4 billion on 9 December 2009.
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The bullish market turned bearish during 2010, with the exchange losing 1,800 points between December 2010 and January 2011. [3] Millions of investors have been rendered bankrupt as a result of the market crash. The crash is believed to be caused artificially to benefit a handful of players at the expense of the big players. [3]