It is useful to begin with this familiar application before discussing confounder control. Statistical formulae or software can be used to estimate the regression coefficients, a and b, and SD(r), the ...

While multicollinearity does not reduce a model's overall predictive power, it can produce estimates of the regression coefficients that are not statistically significant. In a sense, it can be ...