Mathematical Statistics Lesson of the Day – An Example of An Ancillary Statistic
June 25, 2015 3 Comments
Consider 2 random variables, and , from the normal distribution , where is unknown. Then the statistic
has the distribution
The distribution of does not depend on , so is an ancillary statistic for .
Note that, if is unknown, then is not ancillary for .