CA Foundation Exam  >  CA Foundation Questions  >  ____________ distribution is symmetrical arou... Start Learning for Free
____________ distribution is symmetrical around t = 0
  • a)
    Normal
  • b)
    Poisson
  • c)
    Binomial
  • d)
    t
Correct answer is option 'D'. Can you explain this answer?
Most Upvoted Answer
____________ distribution is symmetrical around t = 0a)Normalb)Poisson...
Explanation:
The distribution that is symmetrical around t = 0 is known as the t-distribution.

T-Distribution:
The t-distribution is a probability distribution that is used to estimate population parameters when the sample size is small or when the population standard deviation is unknown. It is similar to the normal distribution but has heavier tails.

Characteristics of the t-distribution:
1. The t-distribution is centered around t = 0.
2. The shape of the t-distribution is bell-shaped and symmetrical.
3. The t-distribution has a mean of 0.
4. The t-distribution has a parameter called degrees of freedom (df), which affects the shape of the distribution. As the degrees of freedom increase, the t-distribution becomes closer to the standard normal distribution.

Why t-distribution is symmetrical around t = 0:
The t-distribution is symmetrical around t = 0 because the formula for calculating the t-value takes into account the difference between the sample mean and the population mean. When the sample mean is equal to the population mean (i.e., the difference is 0), the t-value is 0. As the difference between the sample mean and the population mean increases, the t-value moves further away from 0 in either the positive or negative direction.

Other Distributions:
- Normal Distribution: The normal distribution is also symmetrical, but it is not centered around t = 0. The normal distribution has a mean and standard deviation that determine its shape and location.
- Poisson Distribution: The Poisson distribution is not symmetrical. It is used to model the number of events that occur in a fixed interval of time or space.
- Binomial Distribution: The binomial distribution is not symmetrical. It is used to model the number of successes in a fixed number of independent Bernoulli trials.

Conclusion:
In conclusion, the distribution that is symmetrical around t = 0 is the t-distribution. This distribution is used when the sample size is small or when the population standard deviation is unknown. The t-distribution is centered around t = 0 and has a bell-shaped and symmetrical distribution.
Explore Courses for CA Foundation exam
____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect answer is option 'D'. Can you explain this answer?
Question Description
____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect 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 ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect 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 ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect answer is option 'D'. Can you explain this answer?.
Solutions for ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect 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 ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect answer is option 'D'. Can you explain this answer? defined & explained in the simplest way possible. Besides giving the explanation of ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect answer is option 'D'. Can you explain this answer?, a detailed solution for ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect answer is option 'D'. Can you explain this answer? has been provided alongside types of ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect answer is option 'D'. Can you explain this answer? theory, EduRev gives you an ample number of questions to practice ____________ distribution is symmetrical around t = 0a)Normalb)Poissonc)Binomiald)tCorrect 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