What is Linear Regression?

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Linear regression is a linear approach that attempts to study, model, summarize and predict the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or predictors or independent variables). Generally, this is achieved by fitting a linear equation to observed data. The strength and character of the relationship is also explored.

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