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For a Binomial distribution, B(n,p), where p+q=1, the sum and product of mean and variance are 8 and 12 respectively, when the value of n is:

Solution

✅ Correct Option: 2

For a Binomial distribution B(n,p)B(n,p) where p+q=1p+q=1:

Mean =np= np

Variance =npq= npq


Given that sum of mean and variance =8= 8 and product of mean and variance =12= 12.

Let mean =np=m= np = m

Then variance =npq=mq= npq = mq

The two conditions give:

m+mq=8m + mq = 8 ... (1)

m×mq=12m \times mq = 12 ... (2)


From equation (1):

m+mq=8m + mq = 8

m(1+q)=8m(1 + q) = 8

From equation (2):

m×mq=12m \times mq = 12

m2q=12m^2q = 12

q=12m2q = \dfrac{12}{m^2}


Substituting q=12m2q = \dfrac{12}{m^2} into m(1+q)=8m(1 + q) = 8:

m(1+12m2)=8m\left(1 + \dfrac{12}{m^2}\right) = 8

m+12m=8m + \dfrac{12}{m} = 8

m2+12=8mm^2 + 12 = 8m

m2−8m+12=0m^2 - 8m + 12 = 0


Factoring the quadratic:

(m−6)(m−2)=0(m - 6)(m - 2) = 0

m=6m = 6 or m=2m = 2


When m=6m = 6:

q=1236=13q = \dfrac{12}{36} = \dfrac{1}{3} (valid, since 0<q<10 < q < 1)

p=1−13=23p = 1 - \dfrac{1}{3} = \dfrac{2}{3}

When m=2m = 2:

q=124=3q = \dfrac{12}{4} = 3 (invalid, since q>1q > 1)

Therefore, m=6m = 6 and p=23p = \dfrac{2}{3}


Since mean =np=6= np = 6 and p=23p = \dfrac{2}{3}:

n×23=6n \times \dfrac{2}{3} = 6

n=6×32n = 6 \times \dfrac{3}{2}

n=9n = 9

Therefore, the value of nn is 99.

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