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The table below gives the distribution of the number of letters per word in the first fifty words of an essay. i) If the average number of letter per word is 5, find the value of x and y. ii) Calculate, correct to two decimal places, the standard deviation of the distribution.

Mathematics

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Answers

2 parts
a

x=6,y=7x=6, y=7

b

1.79\text{1.79}

Step-by-step solution

5 steps

Here's how to solve the problem:

Part a· 2 steps

Find the value of xx and yy.

  1. Set up equations based on the given information.

    The table shows the number of letters (xx) and the number of words (ff).
    The total number of words is 50, so ∑f=50\sum f = 50.
    The average number of letters per word (mean) is 5, so xˉ=5\bar{x} = 5.

    From the sum of frequencies:

    1+3+x+10+12+y+6+4+1=501 + 3 + x + 10 + 12 + y + 6 + 4 + 1 = 50 37+x+y=5037 + x + y = 50 x+y=13(Equation 1)x + y = 13 \quad (\text{Equation 1})

    From the mean formula, xˉ=∑fx∑f\bar{x} = \frac{\sum fx}{\sum f}:

    ∑fx=(1×1)+(2×3)+(3×x)+(4×10)+(5×12)+(6×y)+(7×6)+(8×4)+(9×1)\sum fx = (1 \times 1) + (2 \times 3) + (3 \times x) + (4 \times 10) + (5 \times 12) + (6 \times y) + (7 \times 6) + (8 \times 4) + (9 \times 1) ∑fx=1+6+3x+40+60+6y+42+32+9\sum fx = 1 + 6 + 3x + 40 + 60 + 6y + 42 + 32 + 9 ∑fx=190+3x+6y\sum fx = 190 + 3x + 6y

    Since xˉ=5\bar{x} = 5 and ∑f=50\sum f = 50:

    5=190+3x+6y505 = \frac{190 + 3x + 6y}{50} 250=190+3x+6y250 = 190 + 3x + 6y 60=3x+6y60 = 3x + 6y

    Divide by 3:

    20=x+2y(Equation 2)20 = x + 2y \quad (\text{Equation 2})
  2. Solve the system of equations.

    We have:

    1. x+y=13x + y = 13
    2. x+2y=20x + 2y = 20

    Subtract Equation 1 from Equation 2:

    (x+2y)−(x+y)=20−13(x + 2y) - (x + y) = 20 - 13 y=7y = 7

    Substitute y=7y=7 into Equation 1:

    x+7=13x + 7 = 13 x=13−7x = 13 - 7 x=6x = 6

    The values are x=6,y=7\boxed{x=6, y=7}.

Part b

1.79\text{1.79}

Calculate the standard deviation of the distribution.

  1. Complete the frequency table and calculate ∑fx2\sum fx^2.

    Now that we know x=6x=6 and y=7y=7, the distribution is:

    Number of letters (x)Number of words (f)fxx2x^2fx2fx^2
    11111
    236412
    3618954
    4104016160
    5126025300
    674236252
    764249294
    843264256
    9198181
    Total502501410

    From the table, ∑f=50\sum f = 50, ∑fx=250\sum fx = 250, and ∑fx2=1410\sum fx^2 = 1410.

  2. Calculate the variance (σ2\sigma^2).

    The formula for variance is:

    σ2=∑fx2∑f−xˉ2\sigma^2 = \frac{\sum fx^2}{\sum f} - \bar{x}^2

    We know xˉ=5\bar{x} = 5.

    σ2=141050−(5)2\sigma^2 = \frac{1410}{50} - (5)^2 σ2=28.2−25\sigma^2 = 28.2 - 25 σ2=3.2\sigma^2 = 3.2
  3. Calculate the standard deviation (σ\sigma).

    The standard deviation is the square root of the variance:

    σ=3.2\sigma = \sqrt{3.2} σ≈1.78885...\sigma \approx 1.78885...

    Rounding to two decimal places:

    σ≈1.79\sigma \approx 1.79

    The standard deviation is 1.79\boxed{\text{1.79}}.

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