Multiple Regression Analysis is a statistical method utilized to model the relationship between a single dependent variable and two or more independent variables. It quantifies how changes in the independent variables collectively influence the dependent variable.
Mechanism
In crypto analytics, this involves assessing how factors such as trading volume, network transaction fees, social media sentiment, or macroeconomic indicators influence cryptocurrency prices or options volatility. The mechanism isolates the statistical impact of each independent variable on the outcome, providing coefficients for interpretation.
Methodology
This technique is applied for predictive modeling, risk assessment in derivatives pricing, and identifying key drivers of market behavior within the volatile digital asset landscape. It assists in developing sophisticated algorithmic trading strategies and understanding complex interdependencies for institutional investors navigating crypto markets.
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