What is the probability that exactly three of the five offspring will be brown?

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Understand the Problem

The question is related to genetics and probability, specifically asking for the probability of exactly three out of five offspring being brown. The user needs to utilize the given formula for the probability function in this context.

Answer

The probability of exactly three out of five offspring being brown is $P(3) = 0.3125$.
Answer for screen readers

The probability of exactly three out of five offspring being brown is $P(3) = 0.3125$.

Steps to Solve

  1. Identify the probability function

The problem states that we want to find the probability of exactly three brown offspring out of five. The probability mass function for a binomial distribution is given by:

$$ P(r) = \binom{n}{r} p^{r} (1-p)^{n-r} $$

where:

  • $n$ = total number of trials (offspring), which is 5.
  • $r$ = number of successful outcomes (brown offspring), which is 3.
  • $p$ = probability of success on an individual trial (brown offspring), which is given as 0.5.
  1. Calculate the binomial coefficient

The binomial coefficient $\binom{n}{r}$ can be calculated using the formula:

$$ \binom{n}{r} = \frac{n!}{r!(n-r)!} $$

For our case where $n = 5$ and $r = 3$:

$$ \binom{5}{3} = \frac{5!}{3!(5-3)!} = \frac{5!}{3! \cdot 2!} = \frac{5 \times 4}{2 \times 1} = 10 $$

  1. Calculate $p^{r} (1-p)^{n-r}$

Now, using the values defined earlier:

$$ p^{r} = (0.5)^{3} = 0.125 $$

And for the failure probability (not brown):

$$ (1-p)^{n-r} = (0.5)^{5-3} = (0.5)^{2} = 0.25 $$

Now combine these values:

$$ p^{r} (1-p)^{n-r} = 0.125 \times 0.25 = 0.03125 $$

  1. Combine all components to find the final probability

Now substitute everything into the probability function:

$$ P(3) = \binom{5}{3} \cdot (0.5)^{3} \cdot (0.5)^{2} $$

So it becomes:

$$ P(3) = 10 \cdot 0.125 \cdot 0.25 = 10 \cdot 0.03125 = 0.3125 $$

The probability of exactly three out of five offspring being brown is $P(3) = 0.3125$.

More Information

This problem uses the binomial probability formula, which is often applied in genetics to predict outcomes based on specific traits. In this case, the problem reflects a typical Mendelian inheritance scenario where the traits exhibit a 50% chance of being expressed.

Tips

  • Incorrectly applying the binomial formula: Ensure you correctly identify $n$, $r$, and $p$.
  • Miscalculating the binomial coefficient: Pay close attention to factorial calculations; it's common to make mistakes in multiplying.
  • Forgetting to multiply $p^r$ and $(1-p)^{n-r}$: This step is crucial for obtaining the final probability.

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