Question: Please elaborate: In a regression model, the response variable Y is the variable of interest to the researcher while the set of predictors X are

Please elaborate:

In a regression model, the response variable Y is the variable of interest to the researcher while the set of predictors X are the variables that can be controlled or observed beforehand. What is the Rationale/Purpose for constructing a Regression Model?

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