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A bag contains 5 blue balls, 4 green balls, and 3 yellow balls. Three balls are drawn at random without replacement. What is the probability that all three balls are the same colour?

Mathematics

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Step-by-step solution

6 steps

a) i. All three balls have the same colour.

  1. Calculate the total number of balls and the total number of ways to draw 3 balls.

    Total number of balls = 5 (blue)+4 (green)+3 (yellow)=125 \text{ (blue)} + 4 \text{ (green)} + 3 \text{ (yellow)} = 12 balls.
    The total number of ways to draw 3 balls from 12 without replacement is given by the combination formula (nk)=n!k!(n−k)!\binom{n}{k} = \frac{n!}{k!(n-k)!}.

    Total ways=(123)=12×11×103×2×1=2×11×10=220\text{Total ways} = \binom{12}{3} = \frac{12 \times 11 \times 10}{3 \times 2 \times 1} = 2 \times 11 \times 10 = 220
  2. Calculate the number of ways to draw three balls of the same colour.

    • Number of ways to draw 3 blue balls: (53)=5×4×33×2×1=10\binom{5}{3} = \frac{5 \times 4 \times 3}{3 \times 2 \times 1} = 10
    • Number of ways to draw 3 green balls: (43)=4×3×23×2×1=4\binom{4}{3} = \frac{4 \times 3 \times 2}{3 \times 2 \times 1} = 4
    • Number of ways to draw 3 yellow balls: (33)=1\binom{3}{3} = 1 Total ways for all three balls to have the same colour = 10+4+1=1510 + 4 + 1 = 15.
  3. Calculate the probability.

    P(all three same colour)=Number of ways for same colourTotal ways=15220=344P(\text{all three same colour}) = \frac{\text{Number of ways for same colour}}{\text{Total ways}} = \frac{15}{220} = \frac{3}{44}

    The probability that all three balls have the same colour is 344\boxed{\frac{3}{44}}.

    a) ii. Two balls have the same colour.

  4. Calculate the number of ways to draw exactly two balls of one colour and one ball of a different colour.

    • 2 Blue and 1 Green: (52)×(41)=10×4=40\binom{5}{2} \times \binom{4}{1} = 10 \times 4 = 40
    • 2 Blue and 1 Yellow: (52)×(31)=10×3=30\binom{5}{2} \times \binom{3}{1} = 10 \times 3 = 30
    • 2 Green and 1 Blue: (42)×(51)=6×5=30\binom{4}{2} \times \binom{5}{1} = 6 \times 5 = 30
    • 2 Green and 1 Yellow: (42)×(31)=6×3=18\binom{4}{2} \times \binom{3}{1} = 6 \times 3 = 18
    • 2 Yellow and 1 Blue: (32)×(51)=3×5=15\binom{3}{2} \times \binom{5}{1} = 3 \times 5 = 15
    • 2 Yellow and 1 Green: (32)×(41)=3×4=12\binom{3}{2} \times \binom{4}{1} = 3 \times 4 = 12 Total ways for two balls to have the same colour = 40+30+30+18+15+12=14540 + 30 + 30 + 18 + 15 + 12 = 145.
  5. Calculate the probability.

    P(two balls same colour)=Number of ways for two same colourTotal ways=145220=2944P(\text{two balls same colour}) = \frac{\text{Number of ways for two same colour}}{\text{Total ways}} = \frac{145}{220} = \frac{29}{44}

    The probability that two balls have the same colour is 2944\boxed{\frac{29}{44}}.

    b) Calculate the Spearman's rank correlation coefficient.

  6. List the ranks and calculate the differences (did_i) and squared differences (di2d_i^2).

    The number of candidates, n=7n = 7.

    CandidatePhysics Rank (R1R_1)Chemistry Rank (R2R_2)di=R1−R2d_i = R_1 - R_2di2d_i^2
    167-11
    256-11
    3422
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