MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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I just want the justification(calculation) of the answer below.

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Answers: (a)-Yes, (b)-No, (c)-Yes, (d)-No, (e)-No

For each of the following regression models, indicate whether it is a general linear regres-
sion model. If it is not, state whether it can be expressed in the form of (6.7) by a suitable
transformation:
a. Y; = ßo + ß₁X¿¡1 + ß2 log10 Xi2 + ß³X²₁ + ɛi
b. Y; = ɛ; exp(ßo + ß₁ס1 + ß₂X²/2)
c. Y; = log10(81X;1) + B2Xi2 + εi
d. Y;=ẞo exp(ẞ₁X¡1) + εi
e. Y; = [1+exp(ßo + B₁X₁₁ + ε¡)]¯¯¹
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Transcribed Image Text:For each of the following regression models, indicate whether it is a general linear regres- sion model. If it is not, state whether it can be expressed in the form of (6.7) by a suitable transformation: a. Y; = ßo + ß₁X¿¡1 + ß2 log10 Xi2 + ß³X²₁ + ɛi b. Y; = ɛ; exp(ßo + ß₁ס1 + ß₂X²/2) c. Y; = log10(81X;1) + B2Xi2 + εi d. Y;=ẞo exp(ẞ₁X¡1) + εi e. Y; = [1+exp(ßo + B₁X₁₁ + ε¡)]¯¯¹
General Linear Regression Model
In general, the variables X₁,..., X-1 in a regression model do not need to represent
different predictor variables, as we shall shortly see. We therefore define the general linear
18 Part Two Multiple Linear Regression
regression model, with normal error terms, simply in terms of X variables:
Y₁ = Bo+B₁Xi1 + B2X12 ++ Bp-1Xi,p-1 +εi
where:
Bo, B1,
Xi
Xi,p-1 are known constants
Bp-1 are parameters
&, are independent N(0, 2)
i=1,...,n
(6.7)
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Transcribed Image Text:General Linear Regression Model In general, the variables X₁,..., X-1 in a regression model do not need to represent different predictor variables, as we shall shortly see. We therefore define the general linear 18 Part Two Multiple Linear Regression regression model, with normal error terms, simply in terms of X variables: Y₁ = Bo+B₁Xi1 + B2X12 ++ Bp-1Xi,p-1 +εi where: Bo, B1, Xi Xi,p-1 are known constants Bp-1 are parameters &, are independent N(0, 2) i=1,...,n (6.7)
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