CA Foundation Exam > CA Foundation Questions > A binomial distribution isa)never symmetrical...
Start Learning for Free
A binomial distribution is
- a)never symmetrical.
- b)never positively skewed.
- c)never negatively skewed.
- d)symmetrical when p = 0.5.
Correct answer is option 'D'. Can you explain this answer?
| FREE This question is part of | Download PDF Attempt this Test |
Most Upvoted Answer
A binomial distribution isa)never symmetrical.b)never positively skewe...
Explanation:
Binomial distribution is a type of probability distribution that deals with the number of successes and failures in a fixed number of independent trials. It is defined by two parameters: n, the number of trials, and p, the probability of success in each trial.
Symmetry in Binomial Distribution:
When p = 0.5, the binomial distribution is symmetric. This is because when p = 0.5, the probability of success is equal to the probability of failure, and the outcomes are equally likely to occur. Therefore, the distribution is centered around the midpoint, and the shape of the distribution is symmetrical.
Skewness in Binomial Distribution:
Skewness is a measure of the asymmetry of a distribution. In a binomial distribution, skewness can occur when the probability of success is either very high or very low. If the probability of success is high, the distribution is positively skewed, and if the probability of success is low, the distribution is negatively skewed.
Conclusion:
In conclusion, the correct answer is option 'D.' Symmetry in a binomial distribution only occurs when p = 0.5, and it is never positively or negatively skewed.
Binomial distribution is a type of probability distribution that deals with the number of successes and failures in a fixed number of independent trials. It is defined by two parameters: n, the number of trials, and p, the probability of success in each trial.
Symmetry in Binomial Distribution:
When p = 0.5, the binomial distribution is symmetric. This is because when p = 0.5, the probability of success is equal to the probability of failure, and the outcomes are equally likely to occur. Therefore, the distribution is centered around the midpoint, and the shape of the distribution is symmetrical.
Skewness in Binomial Distribution:
Skewness is a measure of the asymmetry of a distribution. In a binomial distribution, skewness can occur when the probability of success is either very high or very low. If the probability of success is high, the distribution is positively skewed, and if the probability of success is low, the distribution is negatively skewed.
Conclusion:
In conclusion, the correct answer is option 'D.' Symmetry in a binomial distribution only occurs when p = 0.5, and it is never positively or negatively skewed.
Free Test
FREE
| Start Free Test |
Community Answer
A binomial distribution isa)never symmetrical.b)never positively skewe...
A binomial distribution occurs when there are only two mutually exclusive possible outcomes, for example the outcome of tossing a coin is heads or tails. It is usual to refer to one outcome as "success" and the other outcome as "failure
The mean of a binomial distribution is p and its standard deviation is sqr(p(1-p)/n). The shape of a binomial distribution is symmetrical when p=0.5 or when n is large
The mean of a binomial distribution is p and its standard deviation is sqr(p(1-p)/n). The shape of a binomial distribution is symmetrical when p=0.5 or when n is large
Attention CA Foundation Students!
To make sure you are not studying endlessly, EduRev has designed CA Foundation study material, with Structured Courses, Videos, & Test Series. Plus get personalized analysis, doubt solving and improvement plans to achieve a great score in CA Foundation.
|
Explore Courses for CA Foundation exam
|
|
Similar CA Foundation Doubts
Top Courses for CA FoundationView all
A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer?
Question Description
A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.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 A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.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 A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer?.
A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.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 A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.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 A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer?.
Solutions for A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.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 A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer? defined & explained in the simplest way possible. Besides giving the explanation of
A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer?, a detailed solution for A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer? has been provided alongside types of A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer? theory, EduRev gives you an
ample number of questions to practice A binomial distribution isa)never symmetrical.b)never positively skewed.c)never negatively skewed.d)symmetrical when p = 0.5.Correct answer is option 'D'. Can you explain this answer? tests, examples and also practice CA Foundation tests.
|
|
Explore Courses for CA Foundation exam
|
|
Suggested Free Tests
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
|
© EduRev
|
Education Revolution
|
Follow Us
|
Signup to see your scores
go up within 7 days!
Access 1000+ FREE Docs, Videos and Tests
Takes less than 10 seconds to signup