Question
Download Solution PDFConsider a random variable X which follows Binomial distribution with parameters n = 10 and
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFConcept:
Binomial distribution:
The binomial distribution for P(X = r) with parameters n and p is given as follows:
Where q is the complementary event.
Also, the property of any random variable X,
E(aX + b) = aE(X) + b
V(aX + b) = (a2)V(X)
Calculation:
Given: n = 10 and
Therefore, q = 1 - p
For random variable X,
Mean = E(X) = np = 10 × (1/5) = 2
Variance = V(X) = npq = 10 × (1/5) ×(4/5) = 8/5
Since, Y = 10 - X
⇒ E(Y) = E(10 - X)
⇒ E(Y) = 10 - E(X) = 10 - 2
⇒ 8 = n'p' ....(1)
Also, V(Y) = V(10 - X) = 0 + (-1)2 V(X)
⇒ 8/5 = n'p'q' ....(2)
Solving 1 and 2, we will get n', p', and q' which will be,
⇒ 8/5 = 8'q'
⇒ q' = 1/5
⇒ p' = 4/5
Now,
⇒ 8 = n' (4/5)
⇒ n' = 10
Last updated on Jun 18, 2025
->UPSC has extended the UPSC NDA 2 Registration Date till 20th June 2025.
-> A total of 406 vacancies have been announced for NDA 2 Exam 2025.
->The NDA exam date 2025 has been announced. The written examination will be held on 14th September 2025.
-> The selection process for the NDA exam includes a Written Exam and SSB Interview.
-> Candidates who get successful selection under UPSC NDA will get a salary range between Rs. 15,600 to Rs. 39,100.
-> Candidates must go through the NDA previous year question paper. Attempting the NDA mock test is also essential.