Compute arithmetic mean by using step-deviation method from the following data: 6 Marks (X) 0-10 10-20 20-30 20 30-40 25 40-50 50-60 10 5 60-70 20 No. of Students 8

Statistics

ScanSolve AI Answer

Answer

38.30

Step-by-step solution

5 steps

To compute the arithmetic mean using the step-deviation method, we first need to organize the given data into a frequency distribution table and then apply the formula.

Assumed Data Interpretation:
Based on the provided text, the data is interpreted as follows:

Marks (X)No. of Students (f)
0-106
10-208
20-3020
30-4025
40-505
50-6010
60-7020
  1. Calculate Midpoints (m) for each class

    The midpoint of a class is calculated as (Lower Limit + Upper Limit) / 2.
    For 0-10: m=(0+10)/2=5m = (0+10)/2 = 5
    For 10-20: m=(10+20)/2=15m = (10+20)/2 = 15
    For 20-30: m=(20+30)/2=25m = (20+30)/2 = 25
    For 30-40: m=(30+40)/2=35m = (30+40)/2 = 35
    For 40-50: m=(40+50)/2=45m = (40+50)/2 = 45
    For 50-60: m=(50+60)/2=55m = (50+60)/2 = 55
    For 60-70: m=(60+70)/2=65m = (60+70)/2 = 65

  2. Choose an Assumed Mean (A) and determine Class Width (h)

    Let's choose the midpoint of the class with the highest frequency (30-40, frequency 25) as the assumed mean. So, A=35A = 35.
    The class width (hh) is the difference between the upper and lower limits of any class, or the difference between consecutive midpoints.
    h=10−0=10h = 10 - 0 = 10 (or 15−5=1015 - 5 = 10).

  3. Calculate Step Deviations (d′d')

    The step deviation is calculated as d′=(m−A)/hd' = (m - A) / h.

    Class (X)Frequency (f)Midpoint (m)d=m−Ad = m - A (A=35A=35)d′=d/hd' = d/h (h=10h=10)fd′f d'
    0-10655−35=−305 - 35 = -30−30/10=−3-30/10 = -3-18
    10-2081515−35=−2015 - 35 = -20−20/10=−2-20/10 = -2-16
    20-30202525−35=−1025 - 35 = -10−10/10=−1-10/10 = -1-20
    30-40253535−35=035 - 35 = 00/10=00/10 = 00
    40-5054545−35=1045 - 35 = 1010/10=110/10 = 15
    50-60105555−35=2055 - 35 = 2020/10=220/10 = 220
    60-70206565−35=3065 - 35 = 3030/10=330/10 = 360
  4. Sum Frequencies (N) and $f d'$

    Sum of frequencies: N=∑f=6+8+20+25+5+10+20=94N = \sum f = 6 + 8 + 20 + 25 + 5 + 10 + 20 = 94
    Sum of fd′f d': ∑fd′=−18−16−20+0+5+20+60=31\sum f d' = -18 - 16 - 20 + 0 + 5 + 20 + 60 = 31

  5. Apply the Step-Deviation Formula

    The formula for the arithmetic mean using the step-deviation method is:

    Xˉ=A+(∑fd′N)×h\bar{X} = A + \left( \frac{\sum f d'}{N} \right) \times h

    Substitute the values:

    Xˉ=35+(3194)×10\bar{X} = 35 + \left( \frac{31}{94} \right) \times 10 Xˉ=35+(0.329787...)×10\bar{X} = 35 + (0.329787...) \times 10 Xˉ=35+3.29787...\bar{X} = 35 + 3.29787... Xˉ≈38.30\bar{X} \approx 38.30

    The arithmetic mean is:

    38.3038.30
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