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Quantitative methods are used in research to collect and analyze numerical data. It identifies patterns and trends in data, check for causal relationships, make predictions and infer sample results to a population. These methods work opposite to qualitative research, which only deals with non-numerical data. Apart from statistics, quantitative research is also applied in other fields including economics, psychology, sociology marketing, etc. Examples of quantitative research methods are correlational, descriptive, and experimental research.
Design of Experiments (DOE)
DOE is a concept used in applied statistics. It involves evaluating the factors that impact the values of a parameter. This extremely powerful tool suits a wide range of experimental situations. The design of experiments supports the manipulation of several input factors and determines their impact on the expected response. DOE is preferred to experimenting with one factor at a time because it can easily identify vital interactions that other methods may miss.
Derivatives in Hedging
Derivatives are financial contracts whose value is directly related to the underlying asset's value. It is for this primary reason that derivatives can be used to hedge risks. Suppose you are an investor, and you buy a derivative contract whose value and the value of the asset that you own move in the opposite direction. In such a case, the derivative contract's profit may settle the losses accrued by the underlying asset.