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Quantitative Research Examples
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Quantitative Research Examples - Data Collection and Analysis Methodology
Quantitative Research examples are data collection and analysis methodologies that have been tested and used for decades. They are the core elements of statistical analysis methods that form the basis of all quantitative trading methodologies and provide quantitative researchers with the statistical means to approximate portfolio return with the use of various stochastic, statistical, time-derivative, and momentum models. These models attempt to achieve efficiency in the transfer of pricing signals between the pricing mechanism and underlying portfolio. This way, the results of the price dynamics can be used to generate a portfolio of optimal portfolio returns. The results of the simulations are then used to generate the financial outcomes that are needed to meet a certain investment goal. All these methods are based on the principle of discounted utility and have been tested rigorously over many decades.There are two variables that are inherent to any statistical method: the inputs to the model, and the output of the method. In the case of
quantitative research examples
, one of the two variables is the price of a currency pair which the model has been fitted on. In order to obtain the optimal results from this method, the inputs to the method have to be of constant value over time. The other, and often more important, variable is the rate of interest of the chosen asset class.This then allows for the exact conditions under which the optimization of this model will take place so that the best possible results from any given model can then be obtained. One can easily visualize this by visualizing a situation where you would like to extract the maximum amount of value from the available inputs. In this case, the inputs would be constant but the outcome would be variable. This can then be visualized as the desired results from the model given the current inputs being collected in a qualitative way by a customer satisfaction survey template.