Probability distribution of girls

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SUMMARY

The probability distribution of the number of girls (X) in a family with four children is determined by the binomial distribution, where each child has an equal probability of being a boy or a girl. There are 16 possible outcomes for the four children, represented as combinations of boys (B) and girls (G). The formula for calculating the probability of having k girls out of n children is given by P(k,n) = C(n,k) * p^k * (1-p)^(n-k), where n=4 and p=0.5. This results in varying probabilities for 0 to 4 girls, confirming that the outcomes are not equally likely.

PREREQUISITES
  • Understanding of binomial probability distribution
  • Familiarity with combinatorial mathematics, specifically binomial coefficients
  • Knowledge of basic probability concepts
  • Ability to apply formulas in probability calculations
NEXT STEPS
  • Study the binomial distribution in detail, focusing on its applications in real-world scenarios
  • Learn how to calculate binomial coefficients using the formula C(n,k) = n! / (k! * (n-k)!)
  • Explore variations of probability distributions, such as the Poisson and normal distributions
  • Practice solving problems involving multiple trials and outcomes in probability
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Students in statistics, educators teaching probability, and anyone interested in understanding the fundamentals of probability distributions and their applications.

annie122
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A certain couple is equally likely to
have either a boy or a girl. If the family has four children, let X
denote the number of girls.

Determine the probability distribution of X. (Hint: There are
16 possible equally likely outcomes. One is GBBB, meaning
the first born is a girl and the next three born are boys.)

=============

i don't understand why there are 16 outcomes not 5.
there can be 0, 1, 2, 3, or 4 girls..
 
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Yuuki said:
A certain couple is equally likely to
have either a boy or a girl. If the family has four children, let X
denote the number of girls.

Determine the probability distribution of X. (Hint: There are
16 possible equally likely outcomes. One is GBBB, meaning
the first born is a girl and the next three born are boys.)

=============

i don't understand why there are 16 outcomes not 5.
there can be 0, 1, 2, 3, or 4 girls..

The formula for probability of 'k over n' events is...

$\displaystyle P_{k,n} = \binom {n}{k} p^{k}\ (1-p)^{n - k}\ (1)$

... where $\displaystyle \binom {n}{k} = \frac{n!}{k!\ (n-k)!}$. In your case is $n=4$ and $p= \frac{1}{2}$ so that...

Kind regards

$\chi$ $\sigma$
 
Yuuki said:
i don't understand why there are 16 outcomes not 5.
there can be 0, 1, 2, 3, or 4 girls..

The problem is that those outcomes are not equally likely.

Each child can either be a boy or a girl.
Those 2 outcomes are equally likely.

If we look at only 2 children, the outcomes that are equally likely are BB, BG, GB, GG.
As you can see the outcome of 1 girl is twice as likely as 0 girls.

In the case of 4 children, what would be the probability of 0 girls?
 

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