percent trade line balance to high credit Interpret the rela

percent trade line balance to high credit     

Interpret the relationship between the variables TLBalHCPct (Percent Trade Line Balance to High Credit) and Target.

Solution

Distribution of the variables TLBalHCPct (Percent Trade Line Balance to High Credit) and Target is skewed to left with an outlier at 330% TLBalHCPct. After 15% TLBalHCPct, target mean incraeses upto 125% and after that at 135% target mean decreases. Then again it increases from 150% TLBalHCPct. If we leave the outlier, then distribution is unimodal with mode corresponding to mean 1.00 (at 165% TLBalHCPct).