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Properties of Frequency Distribution with Given Median and Total Frequency

Consider the following frequency distribution:

Value458961211Frequency5f1f22113\begin{array}{|c|c|c|c|c|c|c|c|} \hline \text{Value} & 4 & 5 & 8 & 9 & 6 & 12 & 11 \\ \hline \text{Frequency} & 5 & f_1 & f_2 & 2 & 1 & 1 & 3 \\ \hline \end{array}

Suppose that the sum of the frequencies is 1919 and the median of this frequency distribution is 66.

For the given frequency distribution, let α\alpha denote the mean deviation about the mean, β\beta denote the mean deviation about the median, and σ2\sigma^2 denote the variance.

Match each entry in List-I to the correct entry in List-II and choose the correct option.

List-IList-II(P) 7f1+9f2 is equal to(1) 146(Q) 19α is equal to(2) 47(R) 19β is equal to(3) 48(S) 19σ2 is equal to(4) 145(5) 55\begin{array}{ll} \textbf{List-I} & \textbf{List-II} \\ \text{(P) } 7f_1 + 9f_2 \text{ is equal to} & \text{(1) } 146 \\ \text{(Q) } 19\alpha \text{ is equal to} & \text{(2) } 47 \\ \text{(R) } 19\beta \text{ is equal to} & \text{(3) } 48 \\ \text{(S) } 19\sigma^2 \text{ is equal to} & \text{(4) } 145 \\ & \text{(5) } 55 \end{array}

Options

A

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

B

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

C

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

Correct
D

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

Step-by-Step Solution

To solve the problem, we first arrange the values of the frequency distribution in ascending order:

Value (xi)456891112Frequency (fi)5f11f2231Cumulative Frequency (cf)55+f16+f16+f1+f28+f1+f211+f1+f212+f1+f2\begin{array}{|c|c|c|c|c|c|c|c|} \hline \text{Value } (x_i) & 4 & 5 & 6 & 8 & 9 & 11 & 12 \\ \hline \text{Frequency } (f_i) & 5 & f_1 & 1 & f_2 & 2 & 3 & 1 \\ \hline \text{Cumulative Frequency } (cf) & 5 & 5+f_1 & 6+f_1 & 6+f_1+f_2 & 8+f_1+f_2 & 11+f_1+f_2 & 12+f_1+f_2 \\ \hline \end{array}

Step 1: Find the values of f1f_1 and f2f_2

The total frequency is given as N=19N = 19:

12+f1+f2=19    f1+f2=712 + f_1 + f_2 = 19 \implies f_1 + f_2 = 7

Since the total number of observations N=19N = 19 is odd, the median corresponds to the (19+12)th=10th\left(\frac{19+1}{2}\right)^{\text{th}} = 10^{\text{th}} observation. We are given that the median is 66. Therefore, the 10th10^{\text{th}} observation must correspond to xi=6x_i = 6, which implies:

5+f1<106+f15 + f_1 < 10 \le 6 + f_1 f1<5andf14    f1=4f_1 < 5 \quad \text{and} \quad f_1 \ge 4 \implies f_1 = 4

Since f1+f2=7f_1 + f_2 = 7, we obtain:

f2=74=3f_2 = 7 - 4 = 3

Now, we calculate the entry for (P):

7f1+9f2=7(4)+9(3)=28+27=55    (P)(5)7f_1 + 9f_2 = 7(4) + 9(3) = 28 + 27 = 55 \implies \mathbf{(P) \rightarrow (5)}

Step 2: Calculate the Mean (xˉ\bar{x})

The mean xˉ\bar{x} is given by:

xˉ=fixiN=4(5)+5(4)+6(1)+8(3)+9(2)+11(3)+12(1)19\bar{x} = \frac{\sum f_i x_i}{N} = \frac{4(5) + 5(4) + 6(1) + 8(3) + 9(2) + 11(3) + 12(1)}{19} xˉ=20+20+6+24+18+33+1219=13319=7\bar{x} = \frac{20 + 20 + 6 + 24 + 18 + 33 + 12}{19} = \frac{133}{19} = 7

Step 3: Mean Deviation about the Mean (α\alpha)

The mean deviation about the mean is:

α=119fixixˉ\alpha = \frac{1}{19}\sum f_i |x_i - \bar{x}| 19α=fixi719\alpha = \sum f_i |x_i - 7| 19α=547+457+167+387+297+3117+112719\alpha = 5|4-7| + 4|5-7| + 1|6-7| + 3|8-7| + 2|9-7| + 3|11-7| + 1|12-7| 19α=5(3)+4(2)+1(1)+3(1)+2(2)+3(4)+1(5)19\alpha = 5(3) + 4(2) + 1(1) + 3(1) + 2(2) + 3(4) + 1(5) 19α=15+8+1+3+4+12+5=48    (Q)(3)19\alpha = 15 + 8 + 1 + 3 + 4 + 12 + 5 = 48 \implies \mathbf{(Q) \rightarrow (3)}

Step 4: Mean Deviation about the Median (β\beta)

The median is M=6M = 6. The mean deviation about the median is:

β=119fixi6\beta = \frac{1}{19}\sum f_i |x_i - 6| 19β=fixi619\beta = \sum f_i |x_i - 6| 19β=546+456+166+386+296+3116+112619\beta = 5|4-6| + 4|5-6| + 1|6-6| + 3|8-6| + 2|9-6| + 3|11-6| + 1|12-6| 19β=5(2)+4(1)+1(0)+3(2)+2(3)+3(5)+1(6)19\beta = 5(2) + 4(1) + 1(0) + 3(2) + 2(3) + 3(5) + 1(6) 19β=10+4+0+6+6+15+6=47    (R)(2)19\beta = 10 + 4 + 0 + 6 + 6 + 15 + 6 = 47 \implies \mathbf{(R) \rightarrow (2)}

Step 5: Variance (σ2\sigma^2)

The variance is given by:

σ2=119fi(xixˉ)2\sigma^2 = \frac{1}{19}\sum f_i (x_i - \bar{x})^2 19σ2=fi(xi7)219\sigma^2 = \sum f_i (x_i - 7)^2 19σ2=5(47)2+4(57)2+1(67)2+3(87)2+2(97)2+3(117)2+1(127)219\sigma^2 = 5(4-7)^2 + 4(5-7)^2 + 1(6-7)^2 + 3(8-7)^2 + 2(9-7)^2 + 3(11-7)^2 + 1(12-7)^2 19σ2=5(9)+4(4)+1(1)+3(1)+2(4)+3(16)+1(25)19\sigma^2 = 5(9) + 4(4) + 1(1) + 3(1) + 2(4) + 3(16) + 1(25) 19σ2=45+16+1+3+8+48+25=146    (S)(1)19\sigma^2 = 45 + 16 + 1 + 3 + 8 + 48 + 25 = 146 \implies \mathbf{(S) \rightarrow (1)}

Conclusion

Matching List-I with List-II:

  • (P)(5)(\text{P}) \rightarrow (5)
  • (Q)(3)(\text{Q}) \rightarrow (3)
  • (R)(2)(\text{R}) \rightarrow (2)
  • (S)(1)(\text{S}) \rightarrow (1)

Thus, the correct option is C.

Properties of Frequency Distribution with Given Median and Total Frequency | Mathematics PYQ Solution - JEE Challenger