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Central Limit Theorem
In this session, the chapter Central Limit Theorem (Statistics 2) is explained.
The Distribution of Sample Mean is also explained
The following concepts are explained in video lessons:
Part 1 - Central Limit Theorem, and the cases where it applies in Sampling, explained
Part 2 - Explanation on how to use the Central Limit Theorem according to the distribution of the parent population X
Part 3 - Example 1 - Central Limit Theorem applied to a sample taken from a normal distribution
Part 4 - Example 2 - Central Limit Theorem used to determine sample size
Part 5 - Example 3(a) - Central Limit Theorem applied to a sample taken from a Poisson distribution
Part 6 - Example 3(b) - Central Limit Theorem applied to a sample taken from a binomial distribution
The exercise file section contains notes and the following homework:
(i) Homework 1 on Sampling Distribution of Mean
(ii) Homework 2 on Central Limit Theorem
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Session 31: Central Limit Theorem - S2
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Central Limit Theorem
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Part 1 - Introduction 4 mins
View Demo
Demo video
Part 1 - Introduction
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Part 2 - Central Limit Theorem 7 mins
View Demo
Demo video
Part 2 - Central Limit Theorem
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Part 3 - Example 1 7 mins
View Demo
Demo video
Part 3 - Example 1
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Part 4 - Example 2 6 mins
View Demo
Demo video
Part 4 - Example 2
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Part 5 - Example 3 (a) 6 mins
View Demo
Demo video
Part 5 - Example 3 (a)
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Part 6 - Example 3 (b) 7 mins
View Demo
Demo video
Part 6 - Example 3 (b)
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Part 1 - Introduction 4 mins
View Demo
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Central Limit Theorem
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Excercise Files
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