Question
Square Footage, x 226632031168197931292816415221402610177218583626 Selling Price ($000s), y 389.7379 196.2338.7624.1377.6633.8365.9425.1308.2282.3660.1 One of the biggest factors in determining the value of a home is the square
Square Footage, x
226632031168197931292816415221402610177218583626
Selling Price ($000s), y
389.7379 196.2338.7624.1377.6633.8365.9425.1308.2282.3660.1
One of the biggest factors in determining the value of a home is the square footage. The accompanying data represent the square footage and selling price(in thousands ofdollars) for a random sample of homes for sale in a certain region. Complete parts(a) through(h) below.
(a)Which variable is the explanatoryvariable?
Selling Price
Square Footage
(b)Draw a scatter diagram of the data.
(c)Determine the linear correlation coefficient between square footage and asking price.
r =
(Round to three decimal places asneeded.)
(d)Is there a linear relation between square footage and askingprice?
(e)Find theleast-squares regression line treating square footage as the explanatory variable.
y = ___x + (___)
(Round to two decimal places asneeded.)
(f)Interpret the slope. Select the correct choice belowand, ifnecessary, fill in the answer box toachoice.
A.For every additional squarefoot, the selling price increases by _____ thousand dollars, on average.
(Round to two decimal places asneeded.)
B.For every additional thousand dollars in sellingprice, the square footage increases by _____ square feet, on average.
(Round to two decimal places asneeded.)
C.For a house that is 0 squarefeet, the predicted selling price is ____ thousand dollars.
(Round to two decimal places asneeded.)
D.For a house that is sold for$0, the predicted square footage is ____.
(Round to two decimal places asneeded.)
E.It is not appropriate to interpret the slope.
(g)Is it reasonable to interpret they-intercept? Why? Select the correct choice belowand, ifnecessary, fill in the answer box to a choice.
A.Noa house of _____ square feet is not possible and outside the scope of the model.
B.Yesa house of ______ square feet is possible and within the scope of the model.
C.Noa house of ____ square feet is outside the scope of the model
D.Noa house of ____ square feet is not possible.
E.More information about the houses is necessary before deciding.
(h)One home that is 1405 square feet is sold for $260 thousand. Is thishome's price above or below average for a home of thissize?Thehome's price isbelow/abovethe average price. The average price of a home that is 1405 square feet is $__________thousand.
(Round to the nearest whole number asneeded.)
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