method. S ) An experiment is required to estimate the slope of response y as a linear function of independent variable x, i.e. the model for y(x) has the form Yi = bo + bxit €i where the b; are regression coefficients that estimate the ẞ, parameters. The safe range of x values is limited to the interval 20 < x < 40. The nominal slope is expected to be ẞ₁ dy/dx = 6 and the experiment must estimate the true slope with 10% precision and 95% confidence, i.e. the 95% confidence interval for the slope parameter B₁ should have the form P(b₁-8

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Answer - (A) N = 64 (B) N = 192 ( C) N = 96 Posting same question third time please solve correctly.
method. S
) An experiment is required to
estimate the slope of response y as a linear function of independent variable x, i.e. the model for y(x)
has the form
Yi = bo + bxit €i
where the b; are regression coefficients that estimate the ẞ, parameters. The safe range of x values is
limited to the interval 20 < x < 40. The nominal slope is expected to be ẞ₁ dy/dx = 6 and the
experiment must estimate the true slope with 10% precision and 95% confidence, i.e. the 95%
confidence interval for the slope parameter B₁ should have the form
P(b₁-8<B₁<b₁+6) = 0.95
where = 0.6. The standard deviation of the noise is expected to be σ = 24. Determine the total
number of observations required under each of the following experiment designs:
a. All of the observations are concentrated at the two extreme levels of x in a balanced manner.
b. Observations are distributed uniformly between 20 and 40.
c. An equal number of observations are taken at each of x = 20, 30, and 40.
Transcribed Image Text:method. S ) An experiment is required to estimate the slope of response y as a linear function of independent variable x, i.e. the model for y(x) has the form Yi = bo + bxit €i where the b; are regression coefficients that estimate the ẞ, parameters. The safe range of x values is limited to the interval 20 < x < 40. The nominal slope is expected to be ẞ₁ dy/dx = 6 and the experiment must estimate the true slope with 10% precision and 95% confidence, i.e. the 95% confidence interval for the slope parameter B₁ should have the form P(b₁-8<B₁<b₁+6) = 0.95 where = 0.6. The standard deviation of the noise is expected to be σ = 24. Determine the total number of observations required under each of the following experiment designs: a. All of the observations are concentrated at the two extreme levels of x in a balanced manner. b. Observations are distributed uniformly between 20 and 40. c. An equal number of observations are taken at each of x = 20, 30, and 40.
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