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A sample of 2 patients is selected from a group of 5 patients (2 shortsighted, 3 longsighted). Construct the probability distribution table for the number of shortsighted patients selected.

Mathematics

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Step-by-step solution

3 steps

This problem involves calculating probabilities for selecting patients without replacement, which is a scenario for a hypergeometric distribution. We need to form a probability distribution table for the random variable xx, which represents the number of shortsighted patients selected.

Here's the breakdown:

  • Total patients: N=5N = 5
  • Number of shortsighted patients: K=2K = 2
  • Number of longsighted patients: N−K=3N-K = 3
  • Number of patients selected: n=2n = 2
  • Random variable xx: number of shortsighted patients selected.

The possible values for xx (number of shortsighted patients selected) are 0, 1, or 2, since we are selecting 2 patients in total and there are only 2 shortsighted patients available.

  1. Calculate the total number of ways to select 2 patients from the 5 available patients.

    We use the combination formula (Nn)=N!n!(N−n)!\binom{N}{n} = \frac{N!}{n!(N-n)!}.

    Total combinations=(52)=5!2!(5−2)!=5!2!3!=5×4×3×2×1(2×1)(3×2×1)=202=10\text{Total combinations} = \binom{5}{2} = \frac{5!}{2!(5-2)!} = \frac{5!}{2!3!} = \frac{5 \times 4 \times 3 \times 2 \times 1}{(2 \times 1)(3 \times 2 \times 1)} = \frac{20}{2} = 10
  2. Calculate the number of ways to select xx shortsighted patients and (2−x)(2-x) longsighted patients for each possible value of xx.

    The number of ways to select xx shortsighted patients from KK shortsighted patients is (Kx)\binom{K}{x}.
    The number of ways to select (n−x)(n-x) longsighted patients from (N−K)(N-K) longsighted patients is (N−Kn−x)\binom{N-K}{n-x}.
    The probability P(x)P(x) is given by:

    P(x)=(Kx)(N−Kn−x)(Nn)P(x) = \frac{\binom{K}{x} \binom{N-K}{n-x}}{\binom{N}{n}}
    • For x=0x=0 (0 shortsighted, 2 longsighted): Number of ways to choose 0 shortsighted from 2: (20)=1\binom{2}{0} = 1 Number of ways to choose 2 longsighted from 3: (32)=3!2!1!=3\binom{3}{2} = \frac{3!}{2!1!} = 3 Number of ways for x=0x=0: 1×3=31 \times 3 = 3 Probability P(x=0)=310P(x=0) = \frac{3}{10}

    • For x=1x=1 (1 shortsighted, 1 longsighted): Number of ways to choose 1 shortsighted from 2: (21)=2\binom{2}{1} = 2 Number of ways to choose 1 longsighted from 3: (31)=3\binom{3}{1} = 3 Number of ways for x=1x=1: 2×3=62 \times 3 = 6 Probability P(x=1)=610P(x=1) = \frac{6}{10}

    • For x=2x=2 (2 shortsighted, 0 longsighted): Number of ways to choose 2 shortsighted from 2: (22)=1\binom{2}{2} = 1 Number of ways to choose 0 longsighted from 3: (30)=1\binom{3}{0} = 1 Number of ways for x=2x=2: 1×1=11 \times 1 = 1 Probability P(x=2)=110P(x=2) = \frac{1}{10}

  3. Form the probability distribution table.

    The sum of probabilities is 310+610+110=1010=1\frac{3}{10} + \frac{6}{10} + \frac{1}{10} = \frac{10}{10} = 1, which confirms our calculations are correct.

    xP(x)031016102110\begin{array}{|c|c|} \hline x & P(x) \\ \hline 0 & \frac{3}{10} \\ \hline 1 & \frac{6}{10} \\ \hline 2 & \frac{1}{10} \\ \hline \end{array}

    The probability distribution table is:

    xP(x)031016102110\boxed{ \begin{array}{|c|c|} \hline x & P(x) \\ \hline 0 & \frac{3}{10} \\ \hline 1 & \frac{6}{10} \\ \hline 2 & \frac{1}{10} \\ \hline \end{array} }
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