Consider the following ANOVA table for a multiple regression model relating housing prices (in thousands of dollars) to the number of bedrooms in the house and the size of the lot on which the house was built (in square feet). There were 87 total observations. Estimated Price = 21,763.23 + 2967.68 (Bedrooms) +0.2003 (Lot Size) df SS Regression 2 343,952.4330 Residual 84 631,304.4390 Total 86 975,256.8720 ANOVA MS 171,976.2165 7515.5290 F Significance F 22.8828 1.1669E-08 What percent of variation in housing prices is explained by the number of bedrooms and lot size? Round your answer to two decimal places.

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter1: Functions
Section1.2: The Least Square Line
Problem 8E
icon
Related questions
Question
14.2
Consider the following ANOVA table for a multiple regression model relating housing prices (in thousands of dollars) to the number of bedrooms in the house and the
size of the lot on which the house was built (in square feet). There were
87 total observations.
Estimated Price = 21,763.23 +2967.68 (Bedrooms) + 0.2003 (Lot Size
ANOVA
df
SS
MS
F
Significance F
Regression 2 343,952.4330 171,976.2165 22.8828 1.1669E-08
7515.5290
Residual 84 631,304.4390
Total
86
975,256.8720
What percent of variation in housing prices is explained by the number of bedrooms and lot size? Round your answer to two decimal places.
Transcribed Image Text:Consider the following ANOVA table for a multiple regression model relating housing prices (in thousands of dollars) to the number of bedrooms in the house and the size of the lot on which the house was built (in square feet). There were 87 total observations. Estimated Price = 21,763.23 +2967.68 (Bedrooms) + 0.2003 (Lot Size ANOVA df SS MS F Significance F Regression 2 343,952.4330 171,976.2165 22.8828 1.1669E-08 7515.5290 Residual 84 631,304.4390 Total 86 975,256.8720 What percent of variation in housing prices is explained by the number of bedrooms and lot size? Round your answer to two decimal places.
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 3 steps with 2 images

Blurred answer
Recommended textbooks for you
Calculus For The Life Sciences
Calculus For The Life Sciences
Calculus
ISBN:
9780321964038
Author:
GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:
Pearson Addison Wesley,
Glencoe Algebra 1, Student Edition, 9780079039897…
Glencoe Algebra 1, Student Edition, 9780079039897…
Algebra
ISBN:
9780079039897
Author:
Carter
Publisher:
McGraw Hill
Big Ideas Math A Bridge To Success Algebra 1: Stu…
Big Ideas Math A Bridge To Success Algebra 1: Stu…
Algebra
ISBN:
9781680331141
Author:
HOUGHTON MIFFLIN HARCOURT
Publisher:
Houghton Mifflin Harcourt
College Algebra (MindTap Course List)
College Algebra (MindTap Course List)
Algebra
ISBN:
9781305652231
Author:
R. David Gustafson, Jeff Hughes
Publisher:
Cengage Learning