JEE Challenger
More from Statistics

Find Median of Variable Data Given Mean and Binomial Frequencies

A variable XX takes values 0,0,2,6,12,20,,n(n1)0, 0, 2, 6, 12, 20, \dots, n(n-1) with frequencies nC0,nC1,nC2,nC3,nC4,nC5,,nCn{}^{n}C_{0}, {}^{n}C_{1}, {}^{n}C_{2}, {}^{n}C_{3}, {}^{n}C_{4}, {}^{n}C_{5}, \dots, {}^{n}C_{n}, respectively. If the mean of this data is 6060, then its median is :

Options

A

5656

Correct
B

4242

C

7272

D

9090

Topics & Concepts

Step-by-Step Solution

To find the median of the given variable XX, we first determine the value of nn using the given mean.

The values of XX are given by xk=k(k1)x_k = k(k-1) for k=0,1,2,,nk = 0, 1, 2, \dots, n, with corresponding frequencies fk=nCkf_k = {}^{n}C_{k}.

The total frequency NN is: N=k=0nfk=k=0nnCk=2nN = \sum_{k=0}^{n} f_k = \sum_{k=0}^{n} {}^{n}C_{k} = 2^n

The sum of the products of values and their respective frequencies is: k=0nfkxk=k=0nk(k1)nCk\sum_{k=0}^{n} f_k x_k = \sum_{k=0}^{n} k(k-1) {}^{n}C_{k}

Using the identity k(k1)nCk=n(n1)n2Ck2k(k-1) {}^{n}C_{k} = n(n-1) {}^{n-2}C_{k-2} for k2k \ge 2, we get: k=0nk(k1)nCk=n(n1)k=2nn2Ck2=n(n1)2n2\sum_{k=0}^{n} k(k-1) {}^{n}C_{k} = n(n-1) \sum_{k=2}^{n} {}^{n-2}C_{k-2} = n(n-1) 2^{n-2}

The mean Xˉ\bar{X} is defined as: Xˉ=k=0nfkxkN=n(n1)2n22n=n(n1)4\bar{X} = \frac{\sum_{k=0}^{n} f_k x_k}{N} = \frac{n(n-1) 2^{n-2}}{2^n} = \frac{n(n-1)}{4}

Given that the mean is 6060: n(n1)4=60\frac{n(n-1)}{4} = 60 n(n1)=240n(n-1) = 240 n2n240=0n^2 - n - 240 = 0 (n16)(n+15)=0(n - 16)(n + 15) = 0

Since nn must be a positive integer, we have n=16n = 16.

Now, for n=16n = 16, the total frequency is N=216N = 2^{16}. Since NN is an even number, the median is the mean of the (N2)th\left(\frac{N}{2}\right)^{\text{th}} and (N2+1)th\left(\frac{N}{2} + 1\right)^{\text{th}} terms, which are the 215th2^{15\text{th}} and (215+1)th(2^{15} + 1)^{\text{th}} terms.

Let us find the cumulative frequency up to k=7k = 7 and k=8k = 8: Using the symmetry of binomial coefficients: k=01616Ck=k=0716Ck+16C8+k=91616Ck=216\sum_{k=0}^{16} {}^{16}C_{k} = \sum_{k=0}^{7} {}^{16}C_{k} + {}^{16}C_{8} + \sum_{k=9}^{16} {}^{16}C_{k} = 2^{16} 2k=0716Ck+16C8=2162 \sum_{k=0}^{7} {}^{16}C_{k} + {}^{16}C_{8} = 2^{16} k=0716Ck=2151216C8\sum_{k=0}^{7} {}^{16}C_{k} = 2^{15} - \frac{1}{2} {}^{16}C_{8}

Since 16C8>0{}^{16}C_{8} > 0, the cumulative frequency up to k=7k = 7 is strictly less than 2152^{15}: Cumulative Frequency at k=7<215\text{Cumulative Frequency at } k=7 < 2^{15}

Adding 16C8{}^{16}C_{8} to both sides gives the cumulative frequency up to k=8k = 8: Cumulative Frequency at k=8=215+1216C8>215+1\text{Cumulative Frequency at } k=8 = 2^{15} + \frac{1}{2} {}^{16}C_{8} > 2^{15} + 1

Thus, both the 215th2^{15\text{th}} and (215+1)th(2^{15} + 1)^{\text{th}} observations correspond to the value at k=8k = 8.

Therefore, the median is: x8=8(81)=8×7=56x_8 = 8(8 - 1) = 8 \times 7 = 56

Hence, the correct option is A.

Find Median of Variable Data Given Mean and Binomial Frequencies | Mathematics PYQ Solution - JEE Challenger