a. State the multiple regression equation. Let X represent the land area of the property in acres and let X age, in years. 9 = 427.8088 + (44.9793|) X,, + ([-3.1740|) X21 (Round to four decimal places as needed.) b. Interpret the meaning of the slopes, b, and bą, in this problem. Choose the correct answer below. O A. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by b, dollars. For a given land area, each increase in one year in age is estimated to result in a decrease in appraised value by b, dollars. B. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by 1000b, dollars. For a given land area, each increase in one year in age is estimated to result in a decrease in appraised value by 1000bz dollars. OC. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by b, dollars. For a given land area, each increase in one year in age is estimated to result in a decrease in appraised value by b, dollars. c. Explain why the regression coefficient, bo, has no practical meaning in the context of this problem. A. The interpretation of bo has no practical meaning here because it would represent the estimated appraised value of a new house that has no land area. B. The interpretation of b, has no practical meaning here because it would represent the estimated age of a house with no land area and no appraised value. OC. The interpretation of bo has no practical meaning here because it would represent the estimated land area of a new house with no appraised value.

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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Please complete the remaining subparts

O Data Table
do
Appraised
Value
Property Size
Age
do
460.1
363.6
422.6
540.2
401.7
371.1
317.9
744.6
211.4
634.3
348.9
351.1
352.2
277.9
301.1
285.3
395.2
612.7
312.4
365.4
0.2201
0.2159
0.1633
0.4626
0.2518
0.2267
0.1867
0.5091
0.2247
0.1359
0.1724
0.4232
0.2548
0.1183
0.1684
0.1718
0.3846
0.6575
0.1721
0.1422
44
53
29
19
41
82
46
8
58
18
52
41
45
15
62
60
48
47
52
71
lac
Print
Done
5
Transcribed Image Text:O Data Table do Appraised Value Property Size Age do 460.1 363.6 422.6 540.2 401.7 371.1 317.9 744.6 211.4 634.3 348.9 351.1 352.2 277.9 301.1 285.3 395.2 612.7 312.4 365.4 0.2201 0.2159 0.1633 0.4626 0.2518 0.2267 0.1867 0.5091 0.2247 0.1359 0.1724 0.4232 0.2548 0.1183 0.1684 0.1718 0.3846 0.6575 0.1721 0.1422 44 53 29 19 41 82 46 8 58 18 52 41 45 15 62 60 48 47 52 71 lac Print Done 5
a. State the multiple regression equation. Let X, represent the land area of the property in acres and let X2 age, in years.
9 = 427.8088 + (1444.9793|) x,, + (-3.1740) X2
(Round to four decimal places as needed.)
b. Interpret the meaning of the slopes, b, and b,, in this problem. Choose the correct answer below.
A. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by b, dollars. For a given land area, each increase in one year in age
is estimated to result in a decrease in appraised value by b, dollars.
B. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by 1000b, dollars. For a given land area, each increase in one year in
age is estimated to result in a decrease in appraised value by 1000b2 dollars.
For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by b, dollars. For a given land area, each increase in one year in age
is estimated to result in a decrease in appraised value by b, dollars.
c. Explain why the regression coefficient, bg. has no practical meaning in the context of this problem.
A. The interpretation of b, has no practical meaning here because it would represent the estimated appraised value of a new house that has no land area.
B. The interpretation of bo has no practical meaning here because it would represent the estimated age of a house with no land area and no appraised value.
c. The interpretation of bo has no practical meaning here because it would represent the estimated land area of a new house with no appraised value.
d. Predict the appraised value for a house that has a land area of 0.25 acres and is 55 years old.
| thousand
(Round to two decimal places as needed.)
e. Construct a 95% confidence interval estimate for the the mean appraised value for houses that have a land area of 0.25 acres and is 55 years old.
$ thousand s mean appraised value s $ thousand
(Round to one decimal place as needed.)
f. Construct a 95% prediction interval estimate for the the individual appraised value for houses that have a land area of 0.25 acres and is 55 years old.
$ thousand s individual appraised value s $ thousand
(Round to one decimal place as needed.)
Transcribed Image Text:a. State the multiple regression equation. Let X, represent the land area of the property in acres and let X2 age, in years. 9 = 427.8088 + (1444.9793|) x,, + (-3.1740) X2 (Round to four decimal places as needed.) b. Interpret the meaning of the slopes, b, and b,, in this problem. Choose the correct answer below. A. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by b, dollars. For a given land area, each increase in one year in age is estimated to result in a decrease in appraised value by b, dollars. B. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by 1000b, dollars. For a given land area, each increase in one year in age is estimated to result in a decrease in appraised value by 1000b2 dollars. For a given age, each increase of 1 acre in land area is estimated to result in an increase in appraised value by b, dollars. For a given land area, each increase in one year in age is estimated to result in a decrease in appraised value by b, dollars. c. Explain why the regression coefficient, bg. has no practical meaning in the context of this problem. A. The interpretation of b, has no practical meaning here because it would represent the estimated appraised value of a new house that has no land area. B. The interpretation of bo has no practical meaning here because it would represent the estimated age of a house with no land area and no appraised value. c. The interpretation of bo has no practical meaning here because it would represent the estimated land area of a new house with no appraised value. d. Predict the appraised value for a house that has a land area of 0.25 acres and is 55 years old. | thousand (Round to two decimal places as needed.) e. Construct a 95% confidence interval estimate for the the mean appraised value for houses that have a land area of 0.25 acres and is 55 years old. $ thousand s mean appraised value s $ thousand (Round to one decimal place as needed.) f. Construct a 95% prediction interval estimate for the the individual appraised value for houses that have a land area of 0.25 acres and is 55 years old. $ thousand s individual appraised value s $ thousand (Round to one decimal place as needed.)
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