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Khan Academy
Khan Academy: Statistics: Sampling Distribution of the Sample Mean
Video reviews the central limit theorem and uses a simulation to illustrate sampling distributions and how they approach a normal distribution with larger sample sizes even if the original distribution was not normal. Also discusses the...
Khan Academy
Khan Academy: Inferential Statistics: Central Limit Theorem
Video explains the central limit theorem and gives examples and visuals to illustrate it. [9:49]
Khan Academy
Khan Academy: Statistics: Sampling Distribution of the Sample Mean 2
Video discusses the effect of sample size on the sampling distribution. Shows using a simulation how as sample size increases the sampling distribution becomes more normal and the standard deviation decreases. Also discusses the effect...
Khan Academy
Khan Academy: Statistics: Introduction to the Normal Distribution
Video discusses the importance of the normal distribution and gives its formula with examples of how it is used. Connects to the central limit theorem. Manipulates the normal distribution formula to show different forms of it. Uses Excel...
Texas Education Agency
Texas Gateway: Study Edge Statistics: Using the Central Limit Theorem
Models how to use the Central Limit Theorem to make predictions about a sample distribution. Includes downloadable study guide with exercises - guide also covers other topics. [7:45]
Khan Academy
Khan Academy: Sampling Distribution: Sampling Distribution of the Sample Mean
Video reviews the central limit theorem and uses a simulation to illustrate sampling distributions and how they approach a normal distribution with larger sample sizes even if the original distribution was not normal.
Khan Academy
Khan Academy: Normal Distribution: Introduction to the Normal Distribution
Video discusses the importance of the normal distribution and gives its formula with examples of how it is used.
Khan Academy
Khan Academy: Sampling Distribution: Sampling Distribution of the Sample Mean 2
Video discusses the effect of sample size on the sampling distribution.
Khan Academy
Khan Academy: Origin of Markov Chains
This video serves as an introduction to Markov Chains. [7:15]
Sophia Learning
Sophia: Shape of a Sampling Distribution: Lesson 2
This lesson will explain the Central Limit Theorem. It is 2 of 3 in the series titled "Shape of a Sampling Distribution."
Sophia Learning
Sophia: Shape of a Sampling Distribution: Lesson 3
This lesson will explain the Central Limit Theorem. It is 3 of 3 in the series titled "Shape of a Sampling Distribution."