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Simple Linear Regression Essay Preview: Simple Linear Regression Report this essay SIMPLE LINEAR REGRESSIONSimple linear regression is a statistical method that allows us to summarize and study relationships between two continuous (quantitative) variables. One variable, denoted x, is regarded as the predictor, explanatory, or independent variable, the other variable, denoted y, is regarded as the.