12.69 The following model was used to relate qualitative variable with four levels: E(y) == B₁ + B₁x₁ + B₂x₂ + B3X3 where (1 if level 2 10 if not x2 (1 if level 3 0 if not x3 = [1 if level 4 0 if not x1 This model was fit to n = 30 data points, and the following result was obtained: ŷ10.24x + 12x₂ + 2x3 a. Use the least squares prediction equation to find the estimate of E(y) for each level of the qualitative inde- pendent variable. b. Specify the null and alternative hypotheses you would use to test whether E(y) is the same for all four levels of the independent variable.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Question

12.69

12.69 The following model was used to relate E(y) to a single
qualitative variable with four levels:
E(y) = Bo + B₁x₁ + B₂x₂ + 3x3
where
x1
(1 if level 2
10 if not
x2 =
(1 if level 3
0 if not
[1 if level 4
*3= 0 if not
This model was fit to n = 30 data points, and the following
result was obtained:
ŷ 10.2 - 4x + 12x₂ + 2x3
a. Use the least squares prediction equation to find the
estimate of E(y) for each level of the qualitative inde-
pendent variable.
b. Specify the null and alternative hypotheses you would
use to test whether E(y) is the same for all four levels of
the independent variable.
Transcribed Image Text:12.69 The following model was used to relate E(y) to a single qualitative variable with four levels: E(y) = Bo + B₁x₁ + B₂x₂ + 3x3 where x1 (1 if level 2 10 if not x2 = (1 if level 3 0 if not [1 if level 4 *3= 0 if not This model was fit to n = 30 data points, and the following result was obtained: ŷ 10.2 - 4x + 12x₂ + 2x3 a. Use the least squares prediction equation to find the estimate of E(y) for each level of the qualitative inde- pendent variable. b. Specify the null and alternative hypotheses you would use to test whether E(y) is the same for all four levels of the independent variable.
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