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Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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please show step by step working, if python code can be provided, it will be good!

12. One of the first step in the application of linear regression theory is to assemble an overdetermined linear system of the form
Az-6
where the vector x is the vector of the unknown parameters of the regression curve and bis the vector of the observations.
You are given the matrix A
[s 5.5]
5 3.5
3 2.5
A =
12
3.
We define the amplitude of a confidence interval as jUpper bound - Lower bound.
Assuming a value of residual variance of 9(Sy 31. which of the following is true about the confidence intervals of the parameters?
The amplitude of the 90% confidence interval of the first parameter is 1.88.
The amplitude of the 90% confidence interval of the second parameter is 3,99.
The amplitude of the 90w confidence interval of the first parameter is 1.53.
The amplitude of the 90% confidence interval of the second parameter is 2.54.
The amplitude of the 90% confidence interval of the first parameter is 0.15.
The amplitude of the 90% confidence interval of the second parameter is 2.52.
The amplitude of the 90% confidence interval of the first parameter is 1,88.
The amplitude of the 90% confidence interval of the second parameter is 3.99.
The amplitude of the 90% confidence interval of the thrid parameter is 0.89.
Transcribed Image Text:12. One of the first step in the application of linear regression theory is to assemble an overdetermined linear system of the form Az-6 where the vector x is the vector of the unknown parameters of the regression curve and bis the vector of the observations. You are given the matrix A [s 5.5] 5 3.5 3 2.5 A = 12 3. We define the amplitude of a confidence interval as jUpper bound - Lower bound. Assuming a value of residual variance of 9(Sy 31. which of the following is true about the confidence intervals of the parameters? The amplitude of the 90% confidence interval of the first parameter is 1.88. The amplitude of the 90% confidence interval of the second parameter is 3,99. The amplitude of the 90w confidence interval of the first parameter is 1.53. The amplitude of the 90% confidence interval of the second parameter is 2.54. The amplitude of the 90% confidence interval of the first parameter is 0.15. The amplitude of the 90% confidence interval of the second parameter is 2.52. The amplitude of the 90% confidence interval of the first parameter is 1,88. The amplitude of the 90% confidence interval of the second parameter is 3.99. The amplitude of the 90% confidence interval of the thrid parameter is 0.89.
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