Question: interpret Regression Statistics Multiple R 0.985141 R Square 0.970503 Adjusted R Square 0.959777 Standard Error 18.1725 Observations 16 ANOVA df SS MS F Significance F

interpret

Regression Statistics
Multiple R 0.985141
R Square 0.970503
Adjusted R Square 0.959777
Standard Error 18.1725
Observations 16
ANOVA
df SS MS F Significance F
Regression 4 119521.8 29880.45 90.48108 2.43043E-08
Residual 11 3632.638 330.2398
Total 15 123154.4
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 90.0% Upper 90.0%
Intercept 466.8125 13.62938 34.25047 1.57E-12 436.8144471 496.8106 442.33571 491.28929
Qtr1 -46.7438 13.20636 -3.53949 0.004637 -75.810747 -17.6768 -70.46085 -23.026653
Qtr2 -21.1625 13.00953 -1.62669 0.132082 -49.7962835 7.471284 -44.52612 2.2011183
Qtr3 -64.3313 12.88999 -4.99079 0.000408 -92.7019304 -35.9606 -87.48019 -41.18231
Data point 17.41875 1.015874 17.14657 2.77E-09 15.18282715 19.65467 15.594358 19.243142

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