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Match Statistical Measures for Discrete Frequency Distribution

Consider the given data with frequency distribution

xi38111054fi523244\begin{array}{ccccccc} x_i & 3 & 8 & 11 & 10 & 5 & 4 \\ f_i & 5 & 2 & 3 & 2 & 4 & 4 \end{array}

Match each entry in List-I to the correct entries in List-II.

List-IList-II(P) The mean of the above data is(1) 2.5(Q) The median of the above data is(2) 5(R) The mean deviation about the mean of the above data is(3) 6(S) The mean deviation about the median of the above data is(4) 2.7(5) 2.4\begin{array}{ll} \textbf{List-I} & \textbf{List-II} \\ \text{(P) The mean of the above data is} & \text{(1) } 2.5 \\ \text{(Q) The median of the above data is} & \text{(2) } 5 \\ \text{(R) The mean deviation about the mean of the above data is} & \text{(3) } 6 \\ \text{(S) The mean deviation about the median of the above data is} & \text{(4) } 2.7 \\ & \text{(5) } 2.4 \end{array}

The correct option is:

Options

A

(P)(3)(Q)(2)(R)(4)(S)(5)(P) \rightarrow (3) \quad (Q) \rightarrow (2) \quad (R) \rightarrow (4) \quad (S) \rightarrow (5)

Correct
B

(P)(3)(Q)(2)(R)(1)(S)(5)(P) \rightarrow (3) \quad (Q) \rightarrow (2) \quad (R) \rightarrow (1) \quad (S) \rightarrow (5)

C

(P)(2)(Q)(3)(R)(4)(S)(1)(P) \rightarrow (2) \quad (Q) \rightarrow (3) \quad (R) \rightarrow (4) \quad (S) \rightarrow (1)

D

(P)(3)(Q)(3)(R)(5)(S)(5)(P) \rightarrow (3) \quad (Q) \rightarrow (3) \quad (R) \rightarrow (5) \quad (S) \rightarrow (5)

Step-by-Step Solution

To find the correct matches between List-I and List-II, let us first arrange the given observations in ascending order along with their respective frequencies:

xi34581011fi544223c.f.5913151720\begin{array}{|c|c|c|c|c|c|c|} \hline x_i & 3 & 4 & 5 & 8 & 10 & 11 \\ \hline f_i & 5 & 4 & 4 & 2 & 2 & 3 \\ \hline \text{c.f.} & 5 & 9 & 13 & 15 & 17 & 20 \\ \hline \end{array}

The total frequency is:

N=fi=5+4+4+2+2+3=20N = \sum f_i = 5 + 4 + 4 + 2 + 2 + 3 = 20

(P) Mean of the data (xˉ\bar{x}):

fixi=(3×5)+(4×4)+(5×4)+(8×2)+(10×2)+(11×3)\sum f_i x_i = (3 \times 5) + (4 \times 4) + (5 \times 4) + (8 \times 2) + (10 \times 2) + (11 \times 3) fixi=15+16+20+16+20+33=120\sum f_i x_i = 15 + 16 + 20 + 16 + 20 + 33 = 120

Thus, the mean is:

xˉ=fixiN=12020=6\bar{x} = \frac{\sum f_i x_i}{N} = \frac{120}{20} = 6

Hence, (P) \rightarrow (3).


(Q) Median of the data (MM):

Since N=20N = 20 is an even number, the median is the average of the (N2)th\left(\frac{N}{2}\right)^{\text{th}} and (N2+1)th\left(\frac{N}{2} + 1\right)^{\text{th}} observations, i.e., the 10th10^{\text{th}} and 11th11^{\text{th}} observations.

From the cumulative frequency table:

  • The cumulative frequency just greater than or equal to 1010 and 1111 is 1313, which corresponds to the value xi=5x_i = 5.

Therefore:

Median M=5+52=5\text{Median } M = \frac{5 + 5}{2} = 5

Hence, (Q) \rightarrow (2).


(R) Mean Deviation about the Mean (MD(xˉ)\text{MD}(\bar{x})):

Using xˉ=6\bar{x} = 6:

xifixixˉ=xi6fixixˉ3536=35×3=154446=24×2=85456=14×1=48286=22×2=4102106=42×4=8113116=53×5=15TotalN=20fixixˉ=54\begin{array}{|c|c|c|c|} \hline x_i & f_i & |x_i - \bar{x}| = |x_i - 6| & f_i |x_i - \bar{x}| \\ \hline 3 & 5 & |3 - 6| = 3 & 5 \times 3 = 15 \\ 4 & 4 & |4 - 6| = 2 & 4 \times 2 = 8 \\ 5 & 4 & |5 - 6| = 1 & 4 \times 1 = 4 \\ 8 & 2 & |8 - 6| = 2 & 2 \times 2 = 4 \\ 10 & 2 & |10 - 6| = 4 & 2 \times 4 = 8 \\ 11 & 3 & |11 - 6| = 5 & 3 \times 5 = 15 \\ \hline \text{Total} & N = 20 & & \sum f_i |x_i - \bar{x}| = 54 \\ \hline \end{array}

Thus:

MD(xˉ)=fixixˉN=5420=2.7\text{MD}(\bar{x}) = \frac{\sum f_i |x_i - \bar{x}|}{N} = \frac{54}{20} = 2.7

Hence, (R) \rightarrow (4).


(S) Mean Deviation about the Median (MD(M)\text{MD}(M)):

Using M=5M = 5:

xifixiM=xi5fixiM3535=25×2=104445=14×1=45455=04×0=08285=32×3=6102105=52×5=10113115=63×6=18TotalN=20fixiM=48\begin{array}{|c|c|c|c|} \hline x_i & f_i & |x_i - M| = |x_i - 5| & f_i |x_i - M| \\ \hline 3 & 5 & |3 - 5| = 2 & 5 \times 2 = 10 \\ 4 & 4 & |4 - 5| = 1 & 4 \times 1 = 4 \\ 5 & 4 & |5 - 5| = 0 & 4 \times 0 = 0 \\ 8 & 2 & |8 - 5| = 3 & 2 \times 3 = 6 \\ 10 & 2 & |10 - 5| = 5 & 2 \times 5 = 10 \\ 11 & 3 & |11 - 5| = 6 & 3 \times 6 = 18 \\ \hline \text{Total} & N = 20 & & \sum f_i |x_i - M| = 48 \\ \hline \end{array}

Thus:

MD(M)=fixiMN=4820=2.4\text{MD}(M) = \frac{\sum f_i |x_i - M|}{N} = \frac{48}{20} = 2.4

Hence, (S) \rightarrow (5).


Conclusion:

The correct mapping is:

(P)(3),(Q)(2),(R)(4),(S)(5)(\text{P}) \rightarrow (3), \quad (\text{Q}) \rightarrow (2), \quad (\text{R}) \rightarrow (4), \quad (\text{S}) \rightarrow (5)

This corresponds to Option A.

Match Statistical Measures for Discrete Frequency Distribution | Mathematics PYQ Solution - JEE Challenger