Is There a Methodical Way to Solve Complex Probability Problems?

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In summary, the conversation is discussing a probability question where a girl has a 0.7 chance of getting a goal for every shot she takes. Her coach wants her to keep shooting until the probability of getting 50 or more shots is 0.99. The solution involves using binomial distribution and finding the value of n. However, there is confusion about the meaning of 0.99 and how to solve the problem efficiently. It is suggested to use a normal distribution to approximate the binomial distribution for easier calculation.
  • #1
ScienceNewb
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So I have this probability question which I originally solved quite easily. What's frustrating is that I solved it in just a few neat steps, and then forgot how to do it. Now nobody can tell me how to solve it without trial and error.

A girl has a 0.7 chance of getting a goal for every shot she takes. Her coach wants her to keep shooting until the probability of getting 50 or more shots is 0.99... find the number of shots she needs to take.

The answer is 86
 
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  • #2
What does 0.99... mean? If you mean an infinite number of 9s, that's equal to 1, so she'd have to take an infinite number of shots. You need to clear that up first.

Think about kind of distribution describes the probability of her making m shots out of n attempts.
 
  • #3
vela said:
What does 0.99... mean? If you mean an infinite number of 9s, that's equal to 1, so she'd have to take an infinite number of shots. You need to clear that up first.

Think about kind of distribution describes the probability of her making m shots out of n attempts.

The probability of getting 50 shots being greater than 0.99.

It's binomial distribution and the idea is to find the value of n. However the only method I can work out at this point is to make all the pr(X<50) to get the probability less than 0.01... if that makes sense. However this method would require about 50 calculations lol

If it helps I'm using a tnspire CAS calculator, and it's definitely a calculator question
 
  • #4
You can approximate the binomial distribution with a normal distribution with mean np and variance np(1-p).
 

FAQ: Is There a Methodical Way to Solve Complex Probability Problems?

Can anyone solve this problem using a specific method?

The answer to this question depends on the complexity of the problem and the individual's understanding of the method. Some people may be able to solve it easily, while others may struggle even with a specific method.

What is the best approach to methodically solving a problem?

The best approach is to break the problem down into smaller, manageable steps. Then, systematically work through each step using a logical and organized approach.

How do I know if I am using the right method to solve a problem?

If you understand the problem and the method you are using, and you are able to make progress towards a solution, then you are likely on the right track. However, if you are struggling to make progress, it may be helpful to try a different method or seek guidance from someone with more expertise.

Is there a specific order in which I should follow a method to solve a problem?

In most cases, it is best to follow the steps of a method in the order they are presented. However, there may be some flexibility depending on the problem and the individual's approach. It is important to stay organized and track your progress to ensure you are not skipping important steps.

How can I improve my problem-solving skills and become better at methodically solving problems?

Practice and patience are key to improving problem-solving skills. It is also helpful to seek out resources and discuss problems with others to gain different perspectives and approaches. Additionally, staying organized and breaking down problems into smaller steps can also aid in improving problem-solving abilities.

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