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Calculate the mean deviation for the following grouped data: Marks (Class) 1-20 (f=8), 21-40 (f=14), 41-60 (f=8), 61-80 (f=48), 81-100 (f=12).

Mathematics

ScanSolve AI Answer

Answer

19.56

Step-by-step solution

6 steps

To find the mean deviation, we first need to calculate the mean (xˉ\bar{x}) of the distribution.

  1. Calculate the midpoint (xx) for each class interval.

    The midpoint is calculated as lower limit+upper limit2\frac{\text{lower limit} + \text{upper limit}}{2}.

    • For 1-20: x1=1+202=10.5x_1 = \frac{1+20}{2} = 10.5
    • For 21-40: x2=21+402=30.5x_2 = \frac{21+40}{2} = 30.5
    • For 41-60: x3=41+602=50.5x_3 = \frac{41+60}{2} = 50.5
    • For 61-80: x4=61+802=70.5x_4 = \frac{61+80}{2} = 70.5
    • For 81-100: x5=81+1002=90.5x_5 = \frac{81+100}{2} = 90.5
  2. Calculate fxfx for each class and the sum of frequencies (∑f\sum f) and the sum of fxfx (∑fx\sum fx).

    | Marks (Class) | Frequency (ff) | Midpoint (xx) | fxfx | ∣x−xˉ∣|x - \bar{x}| | f∣x−xˉ∣f|x - \bar{x}| | | :------------ | :-------------- | :------------- | :--- | :-------------- | :--------------- | | 1-20 | 8 | 10.5 | 84 | | | | 21-40 | 14 | 30.5 | 427 | | | | 41-60 | 8 | 50.5 | 404 | | | | 61-80 | 48 | 70.5 | 3384 | | | | 81-100 | 12 | 90.5 | 1086 | | | | Total | ∑f=90\sum f = 90 | | ∑fx=5385\sum fx = 5385 | | |

  3. Calculate the mean (xˉ\bar{x}).

    The formula for the mean of grouped data is xˉ=∑fx∑f\bar{x} = \frac{\sum fx}{\sum f}.

    xˉ=538590=59.8333...\bar{x} = \frac{5385}{90} = 59.8333...

    We will use xˉ≈59.83\bar{x} \approx 59.83 for calculations, keeping more precision in mind.

  4. Calculate the absolute deviation ∣x−xˉ∣|x - \bar{x}| for each midpoint.

    • ∣10.5−59.8333∣=∣−49.3333∣=49.3333|10.5 - 59.8333| = |-49.3333| = 49.3333
    • ∣30.5−59.8333∣=∣−29.3333∣=29.3333|30.5 - 59.8333| = |-29.3333| = 29.3333
    • ∣50.5−59.8333∣=∣−9.3333∣=9.3333|50.5 - 59.8333| = |-9.3333| = 9.3333
    • ∣70.5−59.8333∣=∣10.6667∣=10.6667|70.5 - 59.8333| = |10.6667| = 10.6667
    • ∣90.5−59.8333∣=∣30.6667∣=30.6667|90.5 - 59.8333| = |30.6667| = 30.6667
  5. Calculate f∣x−xˉ∣f|x - \bar{x}| for each class and find their sum (∑f∣x−xˉ∣\sum f|x - \bar{x}|).

    | Marks (Class) | Frequency (ff) | Midpoint (xx) | fxfx | ∣x−xˉ∣|x - \bar{x}| | f∣x−xˉ∣f|x - \bar{x}| | | :------------ | :-------------- | :------------- | :--- | :-------------- | :--------------- | | 1-20 | 8 | 10.5 | 84 | 49.3333 | 8×49.3333=394.66648 \times 49.3333 = 394.6664 | | 21-40 | 14 | 30.5 | 427 | 29.3333 | 14×29.3333=410.666214 \times 29.3333 = 410.6662 | | 41-60 | 8 | 50.5 | 404 | 9.3333 | 8×9.3333=74.66648 \times 9.3333 = 74.6664 | | 61-80 | 48 | 70.5 | 3384 | 10.6667 | 48×10.6667=512.001648 \times 10.6667 = 512.0016 | | 81-100 | 12 | 90.5 | 1086 | 30.6667 | 12×30.6667=368.000412 \times 30.6667 = 368.0004 | | Total | ∑f=90\sum f = 90 | | ∑fx=5385\sum fx = 5385 | | ∑f∣x−xˉ∣=1760.001\sum f|x - \bar{x}| = 1760.001 |

  6. Calculate the Mean Deviation (MD).

    The formula for mean deviation of grouped data is MD=∑f∣x−xˉ∣∑fMD = \frac{\sum f|x - \bar{x}|}{\sum f}.

    MD=1760.00190MD = \frac{1760.001}{90} MD≈19.55556MD \approx 19.55556

    Rounding to two decimal places:

    MD≈19.56MD \approx 19.56

    The mean deviation is 19.56.

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