Calculate the expected frequencies of 3,4,5 and 6 eggs

In summary, the conversation discusses the observation of six hens over a period of 20 days and the number of eggs laid each day. The conversation also mentions the use of a binomial model to determine the probability of a hen laying an egg on a given day and the expected frequencies of 3, 4, 5, and 6 eggs. The base probability of 5/6 is mentioned and the expected value for a binomial distribution is explained. Ultimately, the conversation concludes that the expected value is 5/6 and suggests using Tides's suggestion to answer the rest of the problem.
  • #1
Clari
62
0
Hello, i found one question really difficult and I can't solve it. Please help.

Six hens are observed over a period of 20 days and the number of eggs laid each day is summarised in the following table:

No. of eggs: 3 4 5 6
No. of days: 2 2 10 6

This can be considered as a binomial model, with n=6, for the total number of eggs laid in a day. State the probability that a randomly chosen hen lays an egg on a given day. Calculate the expected frequencies of 3,4,5 and 6 eggs.

I know the probability required is 5/6. but i don't know how to find the expected frequencies.
 
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  • #2
You said it is a binomial distribution so the frequencies (probabilities) are

[tex]p_j = \binom {6}{j} \left( \frac {5}{6} \right)^j \left( \frac {1}{6} \right)^{6-j}[/tex]
 
  • #3
Tide, that's assuming the base probability is 5/6 which is one of the things Clari needs to determine.

Clari, you should know that the expected value for a binomial distribution with base probability p is np. The 6 chickens laid a total of 100 eggs in 20 days or an average of 5 eggs per day. Assuming that the sample does reflect the actual expected value, np= 6p= 5 so p= 5/6.

Now use Tides's suggestion to answer the rest of the problem.
 
  • #4
Thanks for your help,Tide and HallsofIvy ^-^
 

FAQ: Calculate the expected frequencies of 3,4,5 and 6 eggs

What is the purpose of calculating the expected frequencies of eggs?

The purpose of calculating the expected frequencies of eggs is to predict the number of times a certain number of eggs will occur in a given sample or population. This can be useful in various research studies or experiments involving eggs.

How are the expected frequencies of eggs calculated?

The expected frequencies of eggs can be calculated by multiplying the total number of eggs in the sample or population by the probability of each number of eggs occurring. For example, if there are 100 eggs in a sample and the probability of 3 eggs is 0.2, the expected frequency of 3 eggs would be 100 x 0.2 = 20.

What factors can affect the expected frequencies of eggs?

The expected frequencies of eggs can be affected by various factors such as the size of the sample or population, the probability of each number of eggs occurring, and any potential biases in the data collection process. Other factors, such as environmental conditions or genetics, may also play a role.

Why is it important to calculate expected frequencies of eggs in scientific research?

Calculating expected frequencies of eggs is important in scientific research as it allows for more accurate predictions and analysis of data. It also helps to identify any potential patterns or trends in the data that may not have been apparent otherwise. Additionally, it allows for comparisons between the actual frequencies and the expected frequencies, which can provide valuable insights.

Are there any limitations to calculating the expected frequencies of eggs?

Yes, there are some limitations to calculating the expected frequencies of eggs. One limitation is that it assumes a normal distribution, which may not always be the case in real-world situations. Additionally, unexpected events or factors may influence the actual frequencies of eggs, making the expected frequencies less accurate.

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