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Q: What is a t distribution?
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What does the student's t-distribution refer to in statistics?

The Student's T- Distribution is a type of probability distribution that is theoretical and resembles a normal distribution. The Student T- Distribution differs from the normal distribution by its degrees of freedom.


Does the t distribution becomes more skewed As the degree of freedom increases?

The t-distribution is symmetric so the question is irrelevant.The t-distribution is symmetric so the question is irrelevant.The t-distribution is symmetric so the question is irrelevant.The t-distribution is symmetric so the question is irrelevant.


What is t distribution?

Given T=Z/√(U/ν), Z~N(0,1) and U~χ_ν^2, T follows the Student t-Distribution t_ν Student t-Distribution


What is Student t-Distribution?

Given T=Z/√(U/ν), Z~N(0,1) and U~χ_ν^2, T follows the Student t-Distribution t_ν Student t-Distribution


Is the F distribution same as t distribution?

No they are not the same.


Probability distribution function of Hotelling's T-square distribution?

there is no pdf in hottling t sq test there is only mdf or it has multivariate distribution function


In what ways is the t distribution similar to the standard normal distribution?

Check the lecture on t distributions at StatLect. It is explained there.


How is the t distribution similar to the standard z distribution?

Z is the standard normal distribution. T is the standard normal distribution revised to reflect the results of sampling. This is the first step in targeted sales developed through distribution trends.


How does the standard normal distribution differ from the t-distribution?

The normal distribution and the t-distribution are both symmetric bell-shaped continuous probability distribution functions. The t-distribution has heavier tails: the probability of observations further from the mean is greater than for the normal distribution. There are other differences in terms of when it is appropriate to use them. Finally, the standard normal distribution is a special case of a normal distribution such that the mean is 0 and the standard deviation is 1.


Is the f distribution same as z distribution?

Each different t-distribution is defined by which of the following? @Answer found in section 4.3 The One-sample t-Test, in Statistics for Managers


Is a t distribution continuous?

Yes.


What is the difference between standard normal distribution table and the t distribution table?

standard normal is for a lot of data, a t distribution is more appropriate for smaller samples, extrapolating to a larger set.