For many cities around the world, garbage is an increasing problem. Many North American cities have virtually run out of space to dump the garbage. A comm She took a random sample of houses and determined the following Y the amount of garbage per average week (pounds) X1 Size of the house (square feet) X2 Number of children X3 Number of adults who are wally home during the day SUMMARY OUTPUT Regression Statistics Multiple R R Square Adjusted R Square Standard Error Observations 0.413 0.170 0164 3672 440 ANOVA Regression Residual Total SS 1205.93 5600 39 7086 32 Scandal 29 30 000 3 436 439 MS 101.90 1349 LED intercap! House Size Children Adults Coeficenta Standard Error 7.154 1092 0.002 0.001 1103 0.141 1042 0233 Star 6.586 3210 7.836 1479 Pa Lowe955 0.000 5047 0.001 0.001 0.000 0826 0.000 0585 341 003 1379 500 Interpret the coefficient of the variable children in the least squares teression equation Om on average for each additional child, arount of garbage decreases by approx 1.1 pounds holding the other independent variables constant bi on average, for each additifal pound of garbage, annount of children, decreases by approx 1.1, holding the other independent variables constant O con average for each additional one pound of garbage, amount of children increases by approx 1 1. holding the other independent variables constant d. on average for each additional child, amount of garbage increases by approx 1.1 pounds, holding the other independent variables constant