## Mathematical Statistics Lesson of the Day – An Example of An Ancillary Statistic

June 25, 2015 1 Comment

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 .

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