Question

In: Statistics and Probability

A quality characteristic of interest for a​ tea-bag-filling process is the weight of the tea in...

A quality characteristic of interest for a​ tea-bag-filling process is the weight of the tea in the individual bags. The label weight on the package indicates that the mean amount is 5.465.46 grams of tea in a bag. Problems arise if the bags are underfilled or if the mean amount of tea in a bag exceeds the label weight. The accompanying data are the​ weights, in​ grams, of a sample of 5050 tea bags produced in one hour by a single machine. Complete parts​ (a) through​ (c) below.

Tea Bags weight data

5.13
5.17
5.21
5.22
5.22
5.26
5.27
5.28
5.28
5.28
5.32
5.32
5.32
5.34
5.35
5.34
5.34
5.33
5.38
5.37
5.37
5.38
5.41
5.40
5.38
5.41
5.43
5.44
5.43
5.44
5.44
5.43
5.44
5.43
5.43
5.44
5.46
5.44
5.45
5.48
5.46
5.48
5.50
5.50
5.53
5.51
5.54
5.57
5.55
5.65

(a) Construct a 99​% confidence interval estimate for the population mean weight of the tea bags.

(b) Is the company meeting the requirement set forth on the label that the mean amount of tea in a bag is 5.465.46

​grams?

The company IS OR IS NOT meeting the requirement set forth on the label that the mean amount of tea in a bag is 5.465.46 ​grams since 5.465.46 IS OR IS NOT

contained within the interval.

(c) Do you think the assumption needed to construct the confidence interval estimate in​ (a) is​ valid?

The assumption needed to construct the confidence interval estimate in​ (a) is that at least five tea bags are below the target OR the sample standard deviation is equal to the population standard deviation OR the weights are normally distributed OR the weights are uniformly distributed. This assumption CAN OR CANNOT be considered​ valid, based on the boxplot and normal probability plot OR information provided in the problem statement.​

Solutions

Expert Solution

(c)

The assumption needed to construct the confidence interval estimate in​ the weights are normally distributed.

This assumption CAN be considered​ valid, based on the boxplot and normal probability plot.


Related Solutions

A quality characteristic of interest for a tea-bag filling process is the weight of the tea...
A quality characteristic of interest for a tea-bag filling process is the weight of the tea in the individual bags. In this example, the label weight on the package indicates that the mean amount is 5.5 grams of tea in a bag. If the bags are underfilled, two problems arise. First, customers may not be able to brew the tea to be as strong as they wish. Second, the company may be in violation of the truth-in-labeling laws. On the...
A quality characteristic of interest for a flour-bag-filling process is the weight of the flour in...
A quality characteristic of interest for a flour-bag-filling process is the weight of the flour in the individual bags. If the bags are under filled, the company may be in violation of the truth-in-labeling laws. In this example, the label weight on the package indicates that, on average, there are 10 pounds of flour in a bag. If the average amount of flour in a bag exceeds the label weight, the company is giving away product. Getting an exact amount...
A quality control engineer at a potato chip company tests the bag filling machine by weighing...
A quality control engineer at a potato chip company tests the bag filling machine by weighing bags of potato chips. Not every bag contains exactly the same weight. But if more than 16% of bags are over-filled then they stop production to fix the machine. They define over-filled to be more than 1 ounce above the weight on the package. The engineer weighs 201 bags and finds that 66 of them are over-filled. He plans to test the hypotheses H0:...
1) A quality control engineer at a potato chip company tests the bag filling machine by...
1) A quality control engineer at a potato chip company tests the bag filling machine by weighing bags of potato chips. Not every bag contains exactly the same weight. But if more than 12% of bags are over-filled then they stop production to fix the machine. They define over-filled to be more than 1 ounce above the weight on the package. The engineer weighs 103 bags and finds that 32 of them are over-filled. He plans to test the hypotheses...
Question 3 A quality control engineer at a potato chip company tests the bag filling machine...
Question 3 A quality control engineer at a potato chip company tests the bag filling machine by weighing bags of potato chips. Not every bag contains exactly the same weight. But if more than 14% of bags are over-filled then they stop production to fix the machine. They define over-filled to be more than 1 ounce above the weight on the package. The engineer weighs 175 bags and finds that 56 of them are over-filled. He plans to test the...
The weight specification for packets of noodles is 150±10 grams. The packet-filling process is in a...
The weight specification for packets of noodles is 150±10 grams. The packet-filling process is in a state of statistical control and the packet weights are normally distributed with a standard deviation of 1.5 grams. However, the process is not centered at 150 grams. a)Find the value for process mean so that only 4 packets in 1000 fall below the lower specification. b)For the value of the process mean you found in part (i), what percent of the packets will be...
Currently the tea market is in equilibrium at price $4.00 per bag of tea and 100,000...
Currently the tea market is in equilibrium at price $4.00 per bag of tea and 100,000 bags of tea. Now, suppose the price of coffee decreases by 10%. This will lead to a 25% change in the equilibrium price of tea. The Price Elasticity of Demand (Ed) for Tea has been calculated to be 1.20 and the Price Elasticity of Supply for Tea has been calculated to be 0.90. Answer the following questions based on these events and facts. (a)...
Tea Bag Weight​ (in grams) 5.665.66 5.465.46 5.445.44 5.415.41 5.545.54 5.325.32 5.565.56 5.445.44 5.535.53 5.415.41 5.575.57...
Tea Bag Weight​ (in grams) 5.665.66 5.465.46 5.445.44 5.415.41 5.545.54 5.325.32 5.565.56 5.445.44 5.535.53 5.415.41 5.575.57 5.425.42 5.545.54 5.535.53 5.565.56 5.615.61 5.565.56 5.475.47 5.465.46 5.535.53 5.465.46 5.415.41 5.465.46 5.625.62 5.525.52 5.315.31 5.695.69 5.285.28 5.485.48 5.545.54 5.795.79 5.595.59 5.415.41 5.565.56 5.575.57 5.495.49 5.315.31 5.515.51 5.555.55 5.595.59 5.62 5.45 5.44 5.26 5.545.54 5.625.62 5.495.49 5.585.58 5.685.68 5.345.34 The accompanying table contains data on the​ weight, in​ grams, of a sample of 50 tea bags produced during an​ eight-hour shift. Complete parts​ (a)...
The length of industrial filters is a quality characteristic of interest. Thirty samples, each of size...
The length of industrial filters is a quality characteristic of interest. Thirty samples, each of size 5, are chosen from the process. The data yields an average length of 110 mm, with the process standard deviation estimated to be 4 mm. (a) Find the warning limits for a control chart for the average length. (b) Find the 3sigma control limits. What is the probability of a type I error? (c) If the process mean shifts to 112 mm, what are...
characteristics of the nursing process and how do each characteristic impact the quality of your nursing...
characteristics of the nursing process and how do each characteristic impact the quality of your nursing care?
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT