Student's t Distribution (t Distribution)

If is a standard normal random variable, and is a Chi-Squared random variable with degrees of freedom, and both of these random variables are independent, then the distribution of the random variable such that:MATH(7)

is said to follow the distribution with degrees of freedom.

 

Figure

Figure 3.7: distribution.

 

The distribution is similar in appearance to the standard normal distribution (see Figure 3.7). Both of these distributions are symmetric, reaching a maximum at the mean value of zero. However, the distribution has heavier tails than the standard normal distribution implying that it has more probability in the tails. As the degrees of freedom, , of the distribution approach infinity, the distribution approaches the standard normal distribution.

 

See Also:

 

Chi-Squared Distribution

F Distribution