CA Foundation Exam  >  CA Foundation Questions  >  Poisson distribution may bea)unimodal.b)bimod... Start Learning for Free
Poisson distribution may be
  • a)
    unimodal.
  • b)
    bimodal.
  • c)
    Multi-modal.
  • d)
    (a) or (b).
Correct answer is option 'D'. Can you explain this answer?
Verified Answer
Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or...
The Poisson distribution has a single parameter, λ . For a Poisson distribution modeling a binomial phenomenon, λ can be taken as an approximation of np.In such a case, a Poisson distribution with the appropriate parameter λ will approximate the distribution of events over time or the number of events in an interval.is unimodal.and multi-modal..
View all questions of this test
Most Upvoted Answer
Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or...
Explanation:
Poisson distribution is a probability distribution that is used to describe the occurrence of rare events in a fixed interval of time or space. It has the following properties:

- It is a discrete distribution, which means that it is defined only for integer values.
- It is unimodal, which means that it has only one peak.
- Its mean and variance are equal.
- Its shape depends on the parameter λ, which is the expected number of occurrences in the interval.

However, in some cases, the Poisson distribution may exhibit some deviations from its typical shape, which could make it look bimodal or multi-modal. These deviations could be caused by the following factors:

- Overdispersion: This occurs when the variance of the distribution is greater than its mean. In this case, the distribution may look wider than usual, and may have two or more peaks.
- Mixture distribution: This occurs when the data comes from two or more subpopulations that have different underlying Poisson parameters. In this case, the distribution may have two or more distinct peaks.

Therefore, the correct answer to the question is (a) or (b), depending on the specific characteristics of the data. If the data follows a typical Poisson distribution, then it is unimodal. However, if the data exhibits some deviations from the typical shape, then it could be bimodal or multi-modal.
Explore Courses for CA Foundation exam
Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. Can you explain this answer?
Question Description
Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. 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 Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. 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 Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. Can you explain this answer?.
Solutions for Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. 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 Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. Can you explain this answer? defined & explained in the simplest way possible. Besides giving the explanation of Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. Can you explain this answer?, a detailed solution for Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. Can you explain this answer? has been provided alongside types of Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. Can you explain this answer? theory, EduRev gives you an ample number of questions to practice Poisson distribution may bea)unimodal.b)bimodal.c)Multi-modal.d)(a) or (b).Correct answer is option 'D'. 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