What Is the Probability of Having Exactly k Boys in a Family of n Children?

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SUMMARY

The probability of having exactly k boys in a family of n children, where each child has a probability p of being a boy, is given by the formula P(X=k)=C(n,k) * p^k * (1-p)^(n-k). The binomial coefficient C(n,k) represents the number of ways to choose k boys from n children. This formula accounts for the independent nature of each birth and the varying probabilities of boys and girls.

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  • Understanding of binomial probability distribution
  • Familiarity with combinatorial mathematics, specifically binomial coefficients
  • Knowledge of independent events in probability theory
  • Basic grasp of probability notation and functions
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evinda
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Hello! (Wave)

A couple gets $n$ children. At each birth, the probability to get a boy is $p$ (independent births). Which is the probability that exactly $k$ of the children are boys?

I have thought the following:

Let $X$ be the number of boys that the couple gets. Then the desired probality is

$P(X=k)=p^k \cdot (1-p)^{n-k}$

Am I right? (Thinking)
 
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Hey evinda!

Yes, that is correct. (Nod)
 
I like Serena said:
Hey evinda!

Yes, that is correct. (Nod)

Great! Thank you (Happy)
 
evinda said:
Hello! (Wave)

A couple gets $n$ children. At each birth, the probability to get a boy is $p$ (independent births). Which is the probability that exactly $k$ of the children are boys?

I have thought the following:

Let $X$ be the number of boys that the couple gets. Then the desired probality is

$P(X=k)=p^k \cdot (1-p)^{n-k}$

Am I right? (Thinking)
Hello,

Your answer should be $P(X=k)=\binom{n}{k}p^k (1-p)^{n-k}$
 

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