CA Foundation Exam  >  CA Foundation Questions  >  In a binomial Distribution with 5 independent... Start Learning for Free
In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:
  • a)
    3/4
  • b)
    1/3
  • c)
    2/3
  • d)
    1/4
Correct answer is option 'B'. Can you explain this answer?
Most Upvoted Answer
In a binomial Distribution with 5 independent trials, probability of 2...
Binomial Distribution:
Binomial distribution is a discrete probability distribution that describes the number of successes in a fixed number of independent trials, where the probability of success remains constant throughout the trials.

Given:
Number of independent trials, n = 5
Probability of 2 successes, P(X=2) = 0.4362
Probability of 3 successes, P(X=3) = 0.2181

Formula:
The probability mass function (PMF) of the binomial distribution is given by:

P(X = k) = C(n,k) * p^k * (1-p)^(n-k)

Where:
C(n,k) = Combination of n things taken k at a time = n! / (k! * (n-k)!)
p = probability of success in each trial
k = number of successes

Using the given probabilities, we can form two equations:

C(5,2) * p^2 * (1-p)^3 = 0.4362
C(5,3) * p^3 * (1-p)^2 = 0.2181

Solving the equations:

C(5,2) * p^2 * (1-p)^3 = 0.4362
10 * p^2 * (1-p)^3 = 0.4362
p^2 * (1-p)^3 = 0.04362

C(5,3) * p^3 * (1-p)^2 = 0.2181
10 * p^3 * (1-p)^2 = 0.2181
p^3 * (1-p)^2 = 0.02181

Now, we can use trial and error method or any numerical method to solve for p.

Trial and error method:
We can try different values of p until we get the desired probabilities.
For example, with p = 1/3, we get:

P(X = 2) = C(5,2) * (1/3)^2 * (2/3)^3 = 0.3937
P(X = 3) = C(5,3) * (1/3)^3 * (2/3)^2 = 0.2631

These probabilities are not equal to the given probabilities.
Trying p = 2/3, we get:

P(X = 2) = C(5,2) * (2/3)^2 * (1/3)^3 = 0.4364
P(X = 3) = C(5,3) * (2/3)^3 * (1/3)^2 = 0.2187

These probabilities are very close to the given probabilities. Hence, the correct answer is option B) 1/3.

Numerical method:
We can use a numerical method like Newton-Raphson method to solve for p.
However, this method involves calculus and is beyond the scope of CA Foundation level.
Explore Courses for CA Foundation exam
In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer?
Question Description
In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer? for CA Foundation 2024 is part of CA Foundation preparation. The Question and answers have been prepared according to the CA Foundation exam syllabus. Information about In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer? covers all topics & solutions for CA Foundation 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer?.
Solutions for In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer? in English & in Hindi are available as part of our courses for CA Foundation. Download more important topics, notes, lectures and mock test series for CA Foundation Exam by signing up for free.
Here you can find the meaning of In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer? defined & explained in the simplest way possible. Besides giving the explanation of In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer?, a detailed solution for In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer? has been provided alongside types of In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer? theory, EduRev gives you an ample number of questions to practice In a binomial Distribution with 5 independent trials, probability of 2 and 3 successes are 0.4362 and 0.2181 respectively. Parameter 'p' of the binomial distribution is:a)3/4b)1/3c)2/3d)1/4Correct answer is option 'B'. Can you explain this answer? tests, examples and also practice CA Foundation tests.
Explore Courses for CA Foundation exam

Top Courses for CA Foundation

Explore Courses
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
10M+ students study on EduRev