Nassau County is located approximately 25 miles east of New York City. The accompanying data include the fair market value (in thousands of dollars), land area of the property in acres, and age, in years, for a sample of 20 single-family homes located in Glen Cove, a small city in Nassau County. Develop a multiple linear regression model to predict the fair market value based on land area of the property and age, in years. Complete parts (a) through (f). E Click the icon to view the data table. a. State the multiple regression equation. Let X, represent the land area of the property in acres and let X represent age, in years. - X Data Table (Round to one decimal place as needed.) Fair Market Value Property Size 0.2192 Address Age 21 Jefferson St 38 Hitching Post Lane 79 Valentine Street 425.0 61 539.2 387.8 644.0 338.3 519.8 412.4 0.1630 0.1722 0.6545 0.1693 0.1492 0.1148 1.3100 0.3849 0.1808 0.4626 0.1714 0.1889 0.2281 0.3636 0.2549 39 62 56 13 Westland Drive 38 Jefferson Street 26 Broadfield Place 7 Valentine Street 4 Poppy Lane 29 Meadowfield Lane 23 Guilfoy Street 12 Prospect Avenue 15 Inwood Road 1 Buckeye Road 17 Duke Place 7 Woodland Road 5 Daniel Drive 14 Fox Street 4 Poppy Lane 15 Francis Terrace 36 Elm Avenue 74 44 889.0 437.4 370.3 454.4 334.3 417.3 22 62 54 58 92 62 64 50 55 56 64 28 98 564.0 541.8 490.4 389.0 628.2 487.7 388.0 0.1763 0.4608 0.2290 0.1474 51 Print Done
Nassau County is located approximately 25 miles east of New York City. The accompanying data include the fair market value (in thousands of dollars), land area of the property in acres, and age, in years, for a sample of 20 single-family homes located in Glen Cove, a small city in Nassau County. Develop a multiple linear regression model to predict the fair market value based on land area of the property and age, in years. Complete parts (a) through (f). E Click the icon to view the data table. a. State the multiple regression equation. Let X, represent the land area of the property in acres and let X represent age, in years. - X Data Table (Round to one decimal place as needed.) Fair Market Value Property Size 0.2192 Address Age 21 Jefferson St 38 Hitching Post Lane 79 Valentine Street 425.0 61 539.2 387.8 644.0 338.3 519.8 412.4 0.1630 0.1722 0.6545 0.1693 0.1492 0.1148 1.3100 0.3849 0.1808 0.4626 0.1714 0.1889 0.2281 0.3636 0.2549 39 62 56 13 Westland Drive 38 Jefferson Street 26 Broadfield Place 7 Valentine Street 4 Poppy Lane 29 Meadowfield Lane 23 Guilfoy Street 12 Prospect Avenue 15 Inwood Road 1 Buckeye Road 17 Duke Place 7 Woodland Road 5 Daniel Drive 14 Fox Street 4 Poppy Lane 15 Francis Terrace 36 Elm Avenue 74 44 889.0 437.4 370.3 454.4 334.3 417.3 22 62 54 58 92 62 64 50 55 56 64 28 98 564.0 541.8 490.4 389.0 628.2 487.7 388.0 0.1763 0.4608 0.2290 0.1474 51 Print Done
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Concept explainers
Contingency Table
A contingency table can be defined as the visual representation of the relationship between two or more categorical variables that can be evaluated and registered. It is a categorical version of the scatterplot, which is used to investigate the linear relationship between two variables. A contingency table is indeed a type of frequency distribution table that displays two variables at the same time.
Binomial Distribution
Binomial is an algebraic expression of the sum or the difference of two terms. Before knowing about binomial distribution, we must know about the binomial theorem.
Topic Video
Question
7

Transcribed Image Text:Nassau County is located approximately 25 miles east of New York City. The accompanying data include the fair market value (in thousands of dollars), land area of the property in acres, and age, in years, for a sample of 20 single-family homes located in
Glen Cove, a small city in Nassau County. Develop a multiple linear regression model to predict the fair market value based on land area of the property and age, in years. Complete parts (a) through (f).
Click the icon to view the data table.
a. State the multiple regression equation. Let X1i represent the land area of the property in acres and let X2; represent age, in years.
Data Table
+
(Round to one decimal place as needed.)
Fair Market
Property
Size
Address
Age
Value
0.2192
0.1630
0.1722
21 Jefferson St
425.0
61
38 Hitching Post Lane
79 Valentine Street
539.2
39
387.8
62
13 Westland Drive
644.0
0.6545
0.1693
0.1492
0.1148
1.3100
0.3849
56
38 Jefferson Street
338.3
74
519.8
412.4
889.0
26 Broadfield Place
44
7 Valentine Street
4 Рoppy Lane
29 Meadowfield Lane
22
62
437.4
54
23 Guilfoy Street
12 Prospect Avenue
15 Inwood Road
370.3
0.1808
58
454.4
0.4626
92
334.3
0.1714
62
1 Buckeye Road
17 Duke Place
7 Woodland Road
417.3
0.1889
64
564.0
0.2281
50
541.8
0.3636
55
5 Daniel Drive
14 Fox Street
4 Рoppy Lane
15 Francis Terrace
490.4
0.2549
56
389.0
0.1763
64
0.4608
0.2290
628.2
28
487.7
98
36 Elm Avenue
388.0
0.1474
51
Print
Done
Expert Solution

This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
This is a popular solution!
Trending now
This is a popular solution!
Step by step
Solved in 2 steps with 1 images

Knowledge Booster
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.Recommended textbooks for you

MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc

Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning

Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning

MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc

Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning

Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning

Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON

The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman

Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman