Answered: Use the following ANOVA table 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

See similar textbooks

Related questions

Question

Use the following ANOVA table for regression to answer the questions.

Response: Y

Source	DF	Sum Sq	Mean Sq	F-value	Pr(>F)
Regression	1	351.94	351.94	12.73	0.000
Residual Error	359	9926.35	27.65
Total	360	10278.29

Give the F-statistic and p-value.

The F-statistic is

The p-value is

Choose the conclusion of this test using a 5%5% significance level.

A) Reject H0H0. The model is not effective.

B) Reject H0H0. The model is effective.

C) Do not reject H0H0. We did not find evidence that the model is not effective.

D) Do not reject H0H0. We did not find evidence that the model is effective.

Definition Definition Measure of central tendency that is the average of a given data set. The mean value is evaluated as the quotient of the sum of all observations by the sample size. The mean, in contrast to a median, is affected by extreme values. Very large or very small values can distract the mean from the center of the data. Arithmetic mean: The most common type of mean is the arithmetic mean. It is evaluated using the formula: μ = 1 N ∑ i = 1 N x i Other types of means are the geometric mean, logarithmic mean, and harmonic mean. Geometric mean: The nth root of the product of n observations from a data set is defined as the geometric mean of the set: G = x 1 x 2 ... x n n Logarithmic mean: The difference of the natural logarithms of the two numbers, divided by the difference between the numbers is the logarithmic mean of the two numbers. The logarithmic mean is used particularly in heat transfer and mass transfer. ln x 2 − ln x 1 x 2 − x 1 Harmonic mean: The inverse of the arithmetic mean of the inverses of all the numbers in a data set is the harmonic mean of the data. 1 1 x 1 + 1 x 2 + ...

Expert Solution