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  • https://stats.libretexts.org/Workbench/Learning_Statistics_with_SPSS_-_A_Tutorial_for_Psychology_Students_and_Other_Beginners/12%3A_Linear_Regression/12.07%3A_Regarding_Regression_Coefficients
    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.
  • https://stats.libretexts.org/Courses/Cerritos_College/Introduction_to_Statistics_with_R/15%3A_Regression_in_R/15.09%3A_Regarding_Regression_Coefficients
    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.

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