Option C is correct because a non-linear relationship between the independent and dependent variables can often be linearized through transformation, enabling the use of simple linear regression. Options A and B are incorrect: for A, normality is required for residuals, not the variables themselves; for B, uncorrelated pairs of observations are an assumption of simple linear regression, so no transformation is needed.