# Sampling Distribution

## Video: Hypothesis Testing Concepts

This is a playlist from MarinStatsLectures focusing on central limit theorem, hypothesis testing, and confidence intervals. There are 12 videos in the series. Each one is short to help keep students focused, and it allows you to easily pick and choose which ones you prefer. This is a great resource for online teaching to help …

## Video: Sample from a Statistical Distribution, Clearly Explained

This short video (3:48) explains sampling a distribution from StatQuest with Josh Starmer. Bam. Before watching, students should be familiar with histograms. You can find the StatQuest website here.

## Video: Sampling Distribution of the Sample Means

A Khan Academy video that demonstrates calculating means of samples in the context of the central limit theorem, including a discussion of the Sampling Distribution of the Sample mean (or the Distribution of Means of Samples). You can find the whole series of Khan Academy videos on Probability and Statistics here.

## Online Activity: Simulation of Sampling Distributions

This Java applet (created by Dr. David Lane) estimates and plots the sampling distributions of various statistics based upon the user’s specified population distribution, sample size, and statistic. The simulation and its associated questions can be used as either homework assignment or as an in-class activity for those classes with access to computers with Internet …