The units of measurement have a big influence on the regression coefficients: the b coefficients only make sense when interpreted in light of the units, both of the predictor variables and the outcome...The units of measurement have a big influence on the regression coefficients: the b coefficients only make sense when interpreted in light of the units, both of the predictor variables and the outcome variable. The basic idea is quite simple: the standardised coefficients are the coefficients that you would have obtained if you’d converted all the variables to z-scores before running the regression.
The units of measurement have a big influence on the regression coefficients: the b coefficients only make sense when interpreted in light of the units, both of the predictor variables and the outcome...The units of measurement have a big influence on the regression coefficients: the b coefficients only make sense when interpreted in light of the units, both of the predictor variables and the outcome variable. The basic idea is quite simple: the standardised coefficients are the coefficients that you would have obtained if you’d converted all the variables to z-scores before running the regression.