Answered: A real estate agent working in a large…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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A real estate agent working in a large city believes that, for three-bedroom houses, the selling price of the house decreases by approximately $2,000 for every mile increase in the distance of the house from the city center. To investigate the belief, the agent obtained a random sample of 20 three-bedroom houses that sold in the last year. The selling price, in thousands of dollars, and the distance from the city center, in miles, for each of the 20 houses are shown in the scatterplot. The table shows computer output from a regression analysis of the data.

(a) Assume all conditions for inference are met. Construct and interpret a 95 percent confidence interval for the slope of the least-squares regression line.

(b) Does the confidence interval contradict the agent’s belief about the relationship between selling price and distance from the city center? Justify your answer.

$310
$300-
$290-
$280 -
$270
$260 -
$250
10
15
20
25
Distance from City Center (miles)
Predictor
Coef
SE Coef
т
P
Constant
301.7
1.80
167.17
0.000
Distance
-2.158
0.149
-14.45
0.000
S-4.4336
R-sq - 92.1%
Selling Price (thousands)

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