R-squared or coefficient of determination represents the proportion of the variance for a dependent variable explained by an independent variable. R-squared reflects the fitness of the derived model with its value ranging from 0 to 1. However, the presence of outliers or collinearity among predictors can affect the accuracy measure. the embedded video demonstrates the calculator a0pnd R software derivation of R-squared value.