Question

In: Statistics and Probability

You are a new hire at Laurel Woods Real Estate, which specializes in selling foreclosed homes...

You are a new hire at Laurel Woods Real Estate, which specializes in selling foreclosed homes via public auction. Your boss has asked you to use the following data (mortgage balance, monthly payments, payments made before default, and final auction price) on a random sample of recent sales in order to estimate what the actual auction price will be. Add a new variable that describes the potential interaction between the loan amount and the number of payments made.

Loan ($) Payments ($) Payments Made Auction ($)
85613 1003.1 1 28525
113255 929.31 36 40575
110315 749.28 7 45250
91935 726.17 8 16600
97600 831.85 21 40700
104400 983.27 18 63100
113800 1075.54 20 72600
116400 1087.16 35 72300
100000 900.01 33 58100
92800 683.11 36 37100
105200 915.24 34 52600
105900 905.67 38 51900
94700 810.7 25 43200
105600 891.33 20 52600
104100 864.38 7 42700
85700 1074.73 30 22200
113600 871.61 24 77000
119400 1021.23 58 69000
90600 836.46 3 35600
104500 1056.37 22 63000

1) Determine the regression equation.  

Auction price= ( ) + ( )loan +( )monthly payment+ ( )payments made + ( )x1x3

2.Complete the following table. (Round your answers to 3 decimal places. Leave no cells blank - be certain to enter "0" wherever required. Negative amounts should be indicated by a minus sign.)  

Predictor Coefficient SE Coefficient t p-value
Constant
loan
monthly payment
payments made
(Loan)(payments made)

3)Compute the t-value corresponding to the interaction term. (Round your answer to 2 decimal places. Negative amount should be indicated by a minus sign.)

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