Answered: The estimated regression equation for…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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Question

please do all parts!

The estimated regression equation for this data set is y=4.4878+1.9549x.

Part A: (in image)

Part B: is the linear function is the appropriate regression function for this data set?

Part C: do the residuals have a constant variance?

Part D: are the residuals independent?

Part E: are the error terms are normally distributed?

y x
22 8
21 8
18 8
46 22
41 22
54 22
76 32
58 32
68 32

X
8
8
8
22
22
22
32
32
32
y
22
21
18
46
41
54
76
58
68
Residual

Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.

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