Attempting to analyze the relationship between advertising and sales, the owner of a furniture store recorded the monthly advertising budget ($thousands) and the sales ($ millions) for a sample of 12 months. The data are listed here. Advertising (X) Observation 1 2 3 4 5 6 7 8 9 10 11 12 1.6608 23 46 60 54 28 33 25 31 36 88 90 99 The following model will be considered Y₁ = Bo + B1 (xi) +₁, where ~ N(0,0²). Find an unbiased estimator of o2 and use it to estimate the variance of the 4th residual, (e4). Provide the numerical value of V (e4). Please round it to 4 decimal places. 1.6608 (with margin: 0.01) Sales (Y) 9.6 11.3 12.8 9.8 8.9 12.5 12 11.4 12.6 13.7 14.4 15.9

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
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Chapter4: Equations Of Linear Functions
Section4.6: Regression And Median-fit Lines
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[Regression Analysis] How do you solve this question WITHOUT USING ANY CODE? The answer is provided in the picture, but I need help on how to solve the problem by hand. Please include any formulas used and show all calculations. Thank you!

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Attempting to analyze the relationship between advertising and sales, the owner of a furniture store recorded the monthly advertising
budget ($thousands) and the sales ($ millions) for a sample of 12 months. The data are listed here.
Advertising (X)
Observation
1
2
3
4
5
6
17
8
9
10
11
12
The following model will be considered
Bo
Y = B₁ + B₁ (x₂ −) + €į, where ~ N(0,0²).
¤¿, ¤¿
23
46
60
54
28
33
25
31
36
88
90
99
1.6608
Find an unbiased estimator of o2 and use it to estimate the variance of the 4th residual, V(4). Provide the numerical value of V (e4).
Please round it to 4 decimal places.
1.6608 (with margin: 0.01)
Sales (Y)
9.6
11.3
12.8
9.8
8.9
12.5
12
11.4
12.6
13.7
14.4
15.9
Transcribed Image Text:Correct! Correct Answers Attempting to analyze the relationship between advertising and sales, the owner of a furniture store recorded the monthly advertising budget ($thousands) and the sales ($ millions) for a sample of 12 months. The data are listed here. Advertising (X) Observation 1 2 3 4 5 6 17 8 9 10 11 12 The following model will be considered Bo Y = B₁ + B₁ (x₂ −) + €į, where ~ N(0,0²). ¤¿, ¤¿ 23 46 60 54 28 33 25 31 36 88 90 99 1.6608 Find an unbiased estimator of o2 and use it to estimate the variance of the 4th residual, V(4). Provide the numerical value of V (e4). Please round it to 4 decimal places. 1.6608 (with margin: 0.01) Sales (Y) 9.6 11.3 12.8 9.8 8.9 12.5 12 11.4 12.6 13.7 14.4 15.9
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