Counting Probability & Statistics Basics - 10 Coin Tosses

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SUMMARY

The discussion focuses on calculating the number of sequences resulting from tossing a fair coin 10 times. It establishes that there are 1024 possible sequences, derived from the formula 2^10. The second part addresses the specific case of determining the number of sequences containing exactly 3 heads, which is calculated using combinations, specifically "10 choose 3". The final answer is 120, computed with the formula 10! / (3! * 7!).

PREREQUISITES
  • Understanding of basic probability concepts
  • Familiarity with combinations and the binomial coefficient
  • Knowledge of factorial notation
  • Basic arithmetic skills
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  • Study the concept of combinations in depth
  • Learn about the binomial theorem and its applications
  • Explore probability distributions and their properties
  • Practice problems involving permutations and combinations
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This discussion is beneficial for students and educators in mathematics, particularly those focusing on probability and statistics, as well as anyone preparing for exams involving combinatorial problems.

mathwurkz
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I'm taking a crack at learning probability and statistics starting from the basics. Anyways here is the question.

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A fair coin is tossed 10 times and the sequence of scores recorded.

How many sequences are there?

How many sequences are there that contain exactly 3 heads?

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The first one is no problem. I understand it. It simply is 2^10 = 1024 possible sequences.

The second one is the one i have trouble dealing with. How do you compute it with that special case added in? The answer given is 120.
 
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eg THHHTTTT... THTT...THT..TTH. your counting the exact number of sequeences that have only ("exactly") 3 HHH. not necessary in successive order(that is THHHT)
 
mathwurkz said:
A fair coin is tossed 10 times and the sequence of scores recorded.

How many sequences are there?

How many sequences are there that contain exactly 3 heads?

For the second one, you have exactly 3 heads.

_, _, _, _, _, _, _, _, _, _

Each spot corresponds to a coin toss. First spot corresponds to the first toss, the second spot the second toss, etc.

You have 3 of the ten spots you need to put a head. One way to do this is to put a head in the first, second and third spots. Another way to do it is to place it one in the first spot one in the third spot and one in the last spot. You could list all the 120 possible ways to put 3 heads in 10 spots but there is an easier way.

If you have looked at combinations at all then by now you should see that the answer is just 10 choose 3.

[tex] \frac{10!}{3!7!} = 120 [/tex]

If you have not looked at combinations then I would recommend you study combinations before trying to work this kind of problem out.

Best of luck,
 
Last edited:

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