横截面数据,显著性很好,就是R方太小了不知道能不能用

拜托了各位
Dependent Variable: LOG(SER01)
Method: Least Squares
Date: 12/25/15 Time: 22:47
Sample: 1 387
Included observations: 387
Variable Coefficient Std. Error t-Statistic Prob.
SER03 -0.203979 0.057348 -3.556829 0.0004
SER05^2 0.003242 0.000424 7.654539 0.0000
SER08 0.283242 0.162804 1.739770 0.0827
SER02^2 3.69E-11 9.88E-12 3.739226 0.0002
C 8.979140 0.196916 45.59888 0.0000
R-squared 0.186247 Mean dependent var 9.596513
Adjusted R-squared 0.177726 S.D. dependent var 0.620554
S.E. of regression 0.562714 Akaike info criterion 1.700747
Sum squared resid 120.9594 Schwarz criterion 1.751889
Log likelihood -324.0945 Hannan-Quinn criter. 1.721026
F-statistic 21.85741 Durbin-Watson stat 0.885324
Prob(F-statistic) 0.000000