From Table 1, it can be seen that even after performing the stepwise regression, still some of the parameters have a p-value >0.05.
For example, the ASH Wall-5 construction for interior wall has pvalue greater than 0.05 for heating load regression model while the cooling load regression model has p-values less than 0.01.