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Solution Library
Calculate p-value of F test for Given Dataset
Question
Use dataset from the sheet “House Selling Price.xls” attached along with this document. In the dataset, ‘P’= price (in 1000 dollars), ‘S’=size (in 1000 square feet), ‘Be’=number of bedroom, ‘Ba’=number of bathrooms and ‘New’=1 if the house is new, ‘New’=0 if the house is not new. Run an OLS regression on ‘P’ with four independent variables: ‘S’, ‘Ba’, ‘Be’ and ‘new’. Answer following questions according to your regression results.
a) What is coefficient for ‘S’?
b) Is ‘Ba’ significant at 5% level?
c) p-value of F test?
d) The price on a new house is how much higher than that of an otherwise similar old house? Is this effect significant at 5% level?
Summary
The question belongs to Statistics and it is about the calculation of coefficient, significance at 5% level and p-value of F test for data set about house selling price which includes price in dollars, size in square feet, number of bedrooms, etc. The solution gives calculations for this data set.
Total Word Count 223
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