Looking forward answer about module work

Mocha

New Member
#1
(i) The air in a “clean room” used for the production of electronic devices is cleaned by filtering. The air on the outside of the filters is monitored daily to check that ambient conditions are not changing significantly. The table below shows the results of counting the number of dust particles in a standard volume of air over a period of time:
Number of particles in sample / Number of samples
0 --> 36
1 --> 42
2 --> 37
3 --> 18
4 --> 5
5 --> 2
>=6 --> 0

If a sample taken at a later date has 8 particles in a standard sample, does it seem that air quality is deteriorating? (Explain your answer, and choice of “test”.)

In my view, i choose student t-test for checking as follow:
The mean of this data set is 200/140= 1.429
• Use two-tailed test. Formulate the null hypothesis and Alternative hypothesis.
H0: μ = μ0, H1: μ ≠ μ0
• Normally use α = 5% , by checking t table, tcrit = 1.980
Then compared t value with tcritic.

But not sure, if this is the optimal method. T^T


(ii) A manufacturer of windows for aircraft has estimated that, prior to the finishing operation, the windows have an average of 4 defects each. After finishing this is reduced to 0.4 defects each.
(a) if the estimate of 4 defects per window was obtained by sampling 125 products. What values would you expect for the Mean and Standard Deviation of this sample?

Based on my understanding, i did like this:
Since the estimation is 4 defects per window, and now there are 125 products total. Therefore, the expected mean of this sample is: E (x) = 4*125= 500. It means we expect there are 500 defects inside this sample.
Apart from this, the data still follows Poisson distribution hence variance equals mean. The expected standard deviation of this sample will be 22.36.


for both two questions, not really sure the optimal answer. Waiting for help to check the best answer.



Thanks for helping!!!
 
Last edited:

Dason

Ambassador to the humans
#2
Hi! :welcome: We are glad that you posted here! This looks like a homework question though. Our homework help policy can be found here. We mainly just want to see what you have tried so far and that you have put some effort into the problem. I would also suggest checking out this thread for some guidelines on smart posting behavior that can help you get answers that are better much more quickly.