Sampling Distribution of Sample Means

A guided simulation using a right-skewed population of daily commute times.
Population mean (μ): -- min
Population SD (σ): -- min
n:

1. Population

Skewed population
Start by taking one sample slowly. Watch how a random sample produces one sample mean.
Population values Selected in current sample
Population values are commute times in minutes. Most are moderate, but a few long commutes pull the distribution to the right.

2. Current Sample

One random sample is shown here, then its average is calculated.
Waiting for sample
Take a sample to begin.

3. Sampling Distribution of

Each sample mean drops onto the dot plot. Repeated samples build the sampling distribution.
One sample → one dot
Sample means

4. Summary

As more sample means are collected, the center and spread of the sampling distribution become easier to see.
Live summary
Population mean (μ)
--
Population SD (σ)
--
Mean of sample means
--
SD of sample means
--
Samples taken
0
Mean of the sampling distribution
μ = μ
μ = μ = --
μ = --
Standard deviation of the sampling distribution
σ = σ / √n
σ = -- / √--
σ = --
At first, the sampling distribution will look rough. After more samples, the pattern becomes clearer.

Population data used

These are the right-skewed commute times (in minutes) used as the population for the simulation.