Two machines are filling packages. Fifty samples from the first machine find a sample mean of 4.53 kilograms, and ninety samples from the second machine have a sample mean of 4.01 kilograms. The population standard deviation of the first machine is 0.80 kilograms, and the population standard deviation of the second machine is 0.60 kilograms. Test the claim that the machines are filling packages equally.
Two machines are filling packages. Fifty samples from the first machine find a sample mean of 4.53 kilograms, and ninety samples from the second machine have a sample mean of 4.01 kilograms. The population standard deviation of the first machine is 0.80 kilograms, and the population standard deviation of the second machine is 0.60 kilograms. Test the claim that the machines are filling packages equally.
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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ST7
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Step 1
The information provided in the question are as follows :
Machine 1 | Machine 2 | |
Sample mean | x̄1 = 4.53 | x̄2 = 4.01 |
Sample size | n1 = 50 | n2 = 90 |
Population standard | σ1 = 0.80 | σ2 = 0.60 |
We will use Z-test for difference between two means because the sample sizes (n1 and n2) are greater than 30.
The Z-test statistic for two samples is given by,
Where,
µ1 – µ2 is the hypothesized difference between the population means.
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