Furthermore, the use of the market theory is efficient because it makes use of trends in the information efficiency zone; however, the use of Quantitative Trading is such that it actually runs counter to some claims as in the case of understanding market trends and more. With questions even looming on whether markets are really informationally efficient it can be said that financial advisory that is based on algorithms and heuristics might not be a safe alternative. In the long term outlook, it is still held that the use of fundamental analysis could still be a better role. A buy and hold strategy that would be made use of in the case of a normal trader could still be seen to be a better option. However, considering the market volatility and how Quantitative Trading is able to address issues in this context, it cannot be denied that for different situations different forms of trading techniques are required and hence the use of Quantitative Trading or a general market approach must hence be a consideration based on situation rather than that of a more generalized approach.
The trends of Quantitative Trading are basically based on the scientific methods and statistics that inform Quantitative Trading. Descriptive statistics are those that enable the person using it to understand data in much more simplified way. Given the chance to make use of descriptive statistics over actual numbers, numerous research studies show that descriptive statistics on the content of market prices, returns and volumes are actually much preferred. Some of the statistics methods used are that of the mean series, dispersion of returns, correlations and more. in the context of the mean series an average or the central location of the data is identified. In the case of the dispersion of returns a variance value or a standard deviation value is identified. Correlation is a form of descriptive statistic where the relationship between two different series, their strength and more is identified. A correlation statistics equation is used and based on the descriptive statistic method employed to create visual effects, a scatterplot is then drawn based on the correlation that was observed in the Quantitative Trading tool.
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