Bluereef real estate agent wants to form a relationship between the prices of houses, how many bedrooms, House size in sq ft and Lot Size in sq ft. The data pertaining to 100 houses were processed using MINITAB and the following is an extract of the output obtained: The regression equation is Price = Predictor B+ pBedroom + yHouse Size + ALot Size Coef SE Coef Constant 37718 14177 2.66 ** Bedrooms 2306 6994 0.33 0.742 House Size 74.3 52.98 0.164 Lot Size -4.36 17.02 -0.26 0.798 S= 25023 R-Sq=56.0% R-Sq (adj)=54.6% Source DF SS MS 76501718347 25500572782 626135896 *** **** Regression Residual 96 60109046053 Page 28 of 37

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter3: Functions And Graphs
Section3.3: Lines
Problem 76E
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Question

(D).   Is  ϒ significantly different from -0.5

 

(E).   Perform the F test at the 1% level, making sure to state the null and alternative hypothesis.  

 

(F)  Give an interpretation of the term "R-sq" and comment on its value

Bluereef real estate agent wants to form a relationship between the prices of houses, how many
bedrooms, House size in sq ft and Lot Size in sq ft.
The data pertaining to 100 houses were processed using MINITAB and the following is an extract
of the output obtained:
The regression equation is Price = B+ Bedroom + yHouse Size + ALot Size
%3D
Predictor
Coef
SE Coef
T
P.
Constant
37718
14177
2.66
**
Bedrooms
2306
6994
0.33 0.742
House Size
74.3
52.98
0.164
Lot Size
-4.36
17.02
-0.26 0.798
S= 25023
R-Sq=56.0%
R-Sq (adj)=54.6%
DF
SS
MS
F P
Source
***
****
3
76501718347 25500572782
Regression
96
60109046053 626135896
Residual
Page 28 of 37
Transcribed Image Text:Bluereef real estate agent wants to form a relationship between the prices of houses, how many bedrooms, House size in sq ft and Lot Size in sq ft. The data pertaining to 100 houses were processed using MINITAB and the following is an extract of the output obtained: The regression equation is Price = B+ Bedroom + yHouse Size + ALot Size %3D Predictor Coef SE Coef T P. Constant 37718 14177 2.66 ** Bedrooms 2306 6994 0.33 0.742 House Size 74.3 52.98 0.164 Lot Size -4.36 17.02 -0.26 0.798 S= 25023 R-Sq=56.0% R-Sq (adj)=54.6% DF SS MS F P Source *** **** 3 76501718347 25500572782 Regression 96 60109046053 626135896 Residual Page 28 of 37
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