The Central Limit Theorem is one of the gems in probability realm. Another important and related theorem is about the sample median. It says that the density of the median of a sample, if the sample size goes large enough, will also follow a normal distribution. This note will try to establish a proof and explore the mean and variance of the sample median.
The Sample Median Theorem
| #Stats
