a) Use the model to predict the selling price of a house that is 1,860 square feet. b) An 1,860-square-foot house recently sold for $95,000. Explain why this is not what the model predicted.

Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
Chapter13: Regression And Forecasting Models
Section13.3: Simple Regression Models
Problem 6P: Do the sales prices of houses in a given community vary systematically with their sizes (as measured...
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Can you assist me with Question 4.48. I've made serveral attempts to solve it however. I still don't understand. If possible can you write the process out step by step its easier to follow. Instead of an excel sheet. Thank you kindly.
• 4.48
estate developer, has devised a regression model to help determine
residential housing prices in northwestern Pennsylvania. The
model was developed using recent sales in a particular neighbor-
hood. The price (Y) of the house is based on the size (square foot-
age = X) of the house. The model is:
Rhonda Clark, a Slippery Rock, Pennsylvania, real
Y = 13,473 + 37.65X
The coefficient of correlation for the model is 0.63.
a) Use the model to predict the selling price of a house that is
1,860 square feet.
b) An 1,860-square-foot house recently sold for $95,000. Explain
why this is not what the model predicted.
Transcribed Image Text:• 4.48 estate developer, has devised a regression model to help determine residential housing prices in northwestern Pennsylvania. The model was developed using recent sales in a particular neighbor- hood. The price (Y) of the house is based on the size (square foot- age = X) of the house. The model is: Rhonda Clark, a Slippery Rock, Pennsylvania, real Y = 13,473 + 37.65X The coefficient of correlation for the model is 0.63. a) Use the model to predict the selling price of a house that is 1,860 square feet. b) An 1,860-square-foot house recently sold for $95,000. Explain why this is not what the model predicted.
152 PART 1
INTRODUCTION TO OPERATIONS MAN
c) If you were going to use multiple regression to develop such a
model, what other quantitative variables might you include?
d) What is the value of the coefficient of determination in this
problem? Px
Transcribed Image Text:152 PART 1 INTRODUCTION TO OPERATIONS MAN c) If you were going to use multiple regression to develop such a model, what other quantitative variables might you include? d) What is the value of the coefficient of determination in this problem? Px
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