Statistics Question Probability

In summary, the hospital just received a new shipment, but is not certain if it came from Company X or Y. The hospital tested 30 randomly selected vials from the new shipment and found only one vial is ineffective.If the shipment came from Company X, the probability of finding only 1 ineffective vial out of 30 is 10% (10 out of 30). If the shipment came from Company Y, the probability of finding only 1 ineffective vial out of 30 is 2% (2 out of 30).Bayes' theorem can be used to calculate these probabilities.
  • #1
kwiddoes23
2
0
Hello, I was hoping someone could help explain how to do this problem. I have been stuck on it for a while now. Thanks! Any advice is appreciated. Also, for people just out to block questions, I AM NOT ASKING FOR THE ANSWER - I AM NOT TRYING TO CHEAT. I just would like help.

A hospital receives 1/5 of its flu vaccine shipments from Company X and the remainder of shipments from Company Y. Each shipment contains a very large number of vaccine vials. In Company X’s shipments, it is known that 10% of the vials are ineffective. For Company Y, 2% of the vials are ineffective. The hospital just received a new shipment, but is not certain if it came from Company X or Y. The hospital tested 30 randomly selected vials from the new shipment and found only one vial is ineffective.

(a) Suppose that if the shipment came from Company X. Then what is the probability
of finding only 1 ineffective vial out of 30?

(b) Suppose that if the shipment came from Company Y. Then what is the probability
of finding only 1 ineffective vial out of 30?

(c) Use Bayes’ theorem (Law of total probability) to calculate probability that this
shipment came from Company X given the test result.

(d) Use Bayes’ theorem to calculate probability that this shipment came from Company
Y given the test result.
 
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  • #2
Hello kwiddoes23 and welcome to MHB! :D

We ask that our users show their progress (work thus far or thoughts on how to begin) when posting questions. This way our helpers can see where you are stuck or may be going astray and will be able to post the best help possible without potentially making a suggestion which you have already tried, which would waste your time and that of the helper.

Can you post what you have done so far?
 

Related to Statistics Question Probability

1. What is the difference between probability and statistics?

Probability is the mathematical study of the likelihood of events occurring, while statistics is the collection, analysis, and interpretation of data to make conclusions or predictions about a population based on a sample.

2. How is probability related to statistics?

Probability is a fundamental concept in statistics. It is used to calculate the likelihood of events occurring, which is then used in statistical analysis to make predictions or draw conclusions about a population.

3. What is the purpose of using probability in statistics?

The purpose of using probability in statistics is to quantify uncertainty. By understanding the probability of an event occurring, we can make informed decisions based on data and minimize the risk of making incorrect conclusions.

4. How do you calculate probability in statistics?

To calculate probability in statistics, we use the formula: P(A) = (number of desired outcomes) / (total number of outcomes). In other words, we divide the number of outcomes we are interested in by the total number of possible outcomes.

5. What are some real-life applications of probability and statistics?

Probability and statistics are used in a wide range of fields, including finance, medicine, sports, and marketing. They are used to make predictions, analyze trends, and make data-driven decisions. For example, probability is used in weather forecasting, while statistics is used in clinical trials for new medications.

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