Explain where and how all these numbers in the SUMMARY OUTPUT come from. Also, how all these numbers are related to each other? 

 

A Outside Temp 35 29 36 60 65 30 10 7 21 55 54 48 20 39 60 20 58 40 27 30 B Insulation 3 4 7 6 5 5 6 10 9 2 12 5 5 4 8 5 7 8 9 C Age of heater 6 10 3 9 6 5 7 10 11 5 4 1 15 7 6 8 31 11 8 5 D Cost of heating 250 360 165 43 92 200 355 290 230 120 73 205 400 320 72 272 94 190 235 139 E F G H SUMMARY OUTPUT Multiple R R Square Adjusted R Square Standard Error Observations ANOVA Regression Statistics Regression Residual Total Intercept Outside Temp Insulation Age of heater 0.896755299 0.804170066 0.767451954 51.04855358 df Coefficients 20 3 16 19 427.1938033 -4.582662626 -14.83086269 6.101032061 K SS L M MS F 171220.4728 57073.49 21.901182 41695.27717 2605.955 212915.75 N Standard Error t Stat P-value 59.60142931 7.167509 2.238E-06 0.772319353 -5.93364 2.1E-05 4.754412281 -3.11939 0.006606 4.012120166 1.52065 0.1478625 Variation in Residuals Same for Large and Small y Values Significance F 6.56178E-06 O Lower 95% 300.8444175 -6.219906516 -24.90976648 -2.404282741 P Q Upper 95% Lower 95.0% Upper 95.0% 553.5431892 300.8444175 553.5431892 -2.945418736 -6.219906516 -2.945418736 -4.751958899 -24.90976648 -4.751958899 14.60634686 -2.404282741 14.60634686 R