Estimation of the coefficients of input parameters
The modeling approach was based on utilizing clinical and laboratory
parameters to fit the regression models. Since direct comparison of
regression coefficients was not necessary, and interactions in factors
were not considered on account of assumption of independence of factors,
we chose to leave the factor-data in the original scales.