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Bottles filled by a certain machine are supposed to

Statistics for Engineers and Scientists | 4th Edition | ISBN: 9780073401331 | Authors: William Navidi ISBN: 9780073401331 38

Solution for problem 1E Chapter 4.11

Statistics for Engineers and Scientists | 4th Edition

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Statistics for Engineers and Scientists | 4th Edition | ISBN: 9780073401331 | Authors: William Navidi

Statistics for Engineers and Scientists | 4th Edition

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Problem 1E

Bottles filled by a certain machine are supposed to contain 12 oz of liquid. In fact the fill volume is random with mean 12.01 oz and standard deviation 0.2 oz.

a. What is the probability that the mean volume of a random sample of 144 bottles is less than 12 oz?

b. If the population mean fill volume is increased to 12.03 oz what is the probability that the mean volume of a sample of size 144 will be less than 12oz?

Step-by-Step Solution:

Answer:

Step 1 of 2:

(a)

In this question, we are asked to find the mean volume of a random sample of  bottles is less than oz.

Bottles filled by a certain machine are supposed to contain 12 oz of liquid.

Fill volume has mean 12.01 oz and standard deviation 0.2 oz.

Let denote the fill volume in the 144 bottles.

We need to find

Now the sample size is , which is a large sample.

Then according to Central Limit Theorem,

Let  be a simple random sample from a population with mean

and variance .

Let

Hence  can be approximately normal distributed.

CLT specifies that , variance  and standard deviation

Hence our sample mean and standard deviation is,

 

 = 0.01667

Therefore the  score of 12 oz is

=

=

 =

From the z table, the area to the left of   is 0.2877.

Therefore = 0.2877, so only 28.77% of samples of size 144 will have fewer than 12 oz of fill volume.

Step 2 of 2

Chapter 4.11, Problem 1E is Solved
Textbook: Statistics for Engineers and Scientists
Edition: 4
Author: William Navidi
ISBN: 9780073401331

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