Hi @hongyu1,
You can check the formula used by JMP for the calculation of R² in this section : Summary of Fit
However, using this formula or the one you mentioned leads to identical results, as SS(total) = SS(model) + SS(error).
If I use your formula with the informations provided by JMP, I find the same R² value :
1 - (SS(error) / SS(total)) = 1 - (1174,3486 / 4971,1282) = 1 - 0,23623382 = 0,763766 (as displayed by JMP on your screenshot).
Maybe the difference could be caused by a rounding in the calculation ?
Hope this answer will help you,
Victor GUILLER
L'Oréal Data & Analytics
"It is not unusual for a well-designed experiment to analyze itself" (Box, Hunter and Hunter)