Using linear regression in spss 255/24/2023 If the relationship is not linear, OLS regression may not be the ideal tool for the analysis, or modifications to the variables/analysis may be required. OLS regression assumes that there is a linear relationship between the two variables. Ordinary Least Squares (OLS) regression (or simply "regression") is a useful tool for examining the relationship between two or more interval/ratio variables.
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