最小二乘法回归结果怎么分析

Dependent Variable: Y

Method: Least Squares

Date: 08/28/18   Time: 19:01

Sample: 1 180

Included observations: 180

Variable

Coefficient

Std. Error

t-Statistic

Prob.  

C

-0.017588

0.004392

-4.004232

0.0001

X

-0.060657

0.079224

-0.765638

0.4449

R-squared

0.003282

    Mean dependent var

-0.019902

Adjusted R-squared

-0.002317

    S.D. dependent var

0.042720

S.E. of regression

0.042769

    Akaike info criterion

-3.454958

Sum squared resid

0.325595

    Schwarz criterion

-3.419481

Log likelihood

312.9462

    Hannan-Quinn criter.

-3.440574

F-statistic

0.586202

    Durbin-Watson stat

0.052471

Prob(F-statistic)

0.444906