Data Analysis correlation A correlation R in regression anal

Data Analysis correlation. A correlation R in regression analysis that would he generated if only one independent variable were considered at a time. You will recall that the Multiple R is just the square root of R square. So the correlations shown in figure 13.21 are essentially the square roots of the amount of variance shared between each of the variables shown.

Solution

The tables shows the multicollinearity among the variables only. The table does not reveals anything. In the sense we cannnot make any predictions. So, the correlation coefficients in this table represents only positive or negative association between the predictor variable.