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Median

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This article is about the median used in statistics. For other medians, check Median (disambiguation).

A median is a measure of central tendency used frequently in statistics.

Contents

Median of a data set

The median of a finite set of real numbers \{X_1, ..., X_k\} is defined to be x such that \sum_{i=1}^k |X_i - x| = \min_y \sum_{i=1}^k |X_i - y|. This turns out to be X_{(\frac{k+1}2)} when k is odd. When k is even, all points between X_{(\frac{k}2)} and X_{(\frac{k}2 + 1)} are medians. If we have to specify one median we conventionally take \frac{X_{(\frac{k}2)} + X_{(\frac{k}2 + 1)}}2. (Here X_{(i)}, i \in \{1,...,k\} denotes the k^{th} order statistic.) For example, the median of the set \{2, 3, 5, 7, 11, 13, 17\} is 7.

Median of a distribution

Median of a discrete distribution

If F is a discrete distribution, whose support is a subset of a countable set {x_1, x_2, x_3, ...}, with x_i < x_{i+1} for all positive integers i, the median of F is any point lying between x_i and x_{i+1} where F(x_i)\leq\frac12 and F(x_{i+1})\geq\frac12. If F(x_i)=\frac12 for some i, x_i is defined to be the median of F.

Median of a continuous distribution

If F is a continuous distribution, whose support is a subset of the real numbers, the median of F is defined to be the x such that F(x)=\frac12. Clearly, if F has a density f, this is equivalent to saying \int^x_{-\infty}f = \frac12.

Problems

Pre-introductory

Find the median of \{3, 4, 5, 15, 9\}.

Introductory

2000 AMC 12 Problems/Problem 14

2004 AMC 12A Problems/Problem 10

Intermediate

Olympiad

This page is in need of some relevant examples or practice problems. Help us out by adding some. Thanks.

Want to learn how to tackle those tough AMC/AIME/Olympiad counting and probability problems? Check out Art of Problem Solving's Intermediate Counting & Probability by David Patrick.
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