The commercial division of a property company conducted a study to determine the extent of the relationship between annual gross rents (£1000s) and the selling price (£1000s) for apartment buildings. Data were collected on several properties sold, and Excel’s Regression tool was used to develop an estimate regression equation. A portion of the regression output is shown below:
ANOVA
df
SS
MS
F
Significance F
Regression
1
41587.3
Residual
7
Total
8
51984.1
Coefficients
Standard Error
t Stat
P-value
Intercept
20
3.2213
6.21
Annual Gross Rents
7.21
1.3626
5.29
How many apartment buildings were in the sample?
Write the regression equation
Use the t test to determine whether the selling price is related to annual gross rents,
Use α= 0.05
Use the F test to determine whether the selling price is related to annual gross rents,
Predict the selling price of an apartment building with a gross annual rent of £50,000
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