I'm studying the interaction terms of my linear multiple regression (continuous variables). First, I centered my predictors and then I run the multiple regression including the interaction term.
Then, I used the "interactplot" command in order to visualize a graph.
How Can I interpret this graph?
Code:
regress consumilog centered_disoccup centered_inattività centered_retrib centered_com > pfam c.centered_retrib#c.centered_compfam [ATTACH]temp_17788_1587279907338_256[/ATTACH] Source | SS df MS Number of obs = 107 -------------+------------------------------ F( 5, 101) = 172.04 Model | 5.48573947 5 1.09714789 Prob > F = 0.0000 Residual | .644100372 101 .006377231 R-squared = 0.8949 -------------+------------------------------ Adj R-squared = 0.8897 Total | 6.12983984 106 .057828678 Root MSE = .07986 ------------------------------------------------------------------------------------- consumilog | Coef. Std. Err. t P>|t| [95% Conf. Interval] --------------------+---------------------------------------------------------------- centered_disoccup | -.0115943 .0027543 -4.21 0.000 -.0170582 -.0061305 centered_inattività | -.6253984 .0794568 -7.87 0.000 -.7830192 -.4677775 centered_retrib | .5686091 .1519002 3.74 0.000 .26728 .8699382 centered_compfam | .0270871 .01376 1.97 0.052 -.0002091 .0543833 | c.centered_retrib#| c.centered_compfam | .3465589 .1251091 2.77 0.007 .0983762 .5947417 | _cons | 7.726971 .009743 793.08 0.000 7.707644 7.746299 -------------------------------------------------------------------------------------
Code:
interactplot, cme
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