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Sampling Distributions

This course gives an overview of Sampling Distributions. It starts with an Introduction to Sampling Distribution of Sample Mean. It discusses the Expected value and Standard deviation of the Sample Mean. In addition, it provides an overview of other important concepts such as Practical Value of the Sampling Distribution of Sample Mean and the Relationship Between the Sample Size and the Sampling Distribution of Sample Mean. It then shifts its discussion to the concepts of the Sampling Distribution of Sample Proportion, Expected Value of Sample Proportion, and Standard Deviation of Sample Proportion. It elaborates the discussion to the various forms of the Sampling Distribution of Sample Proportion, Central Limit Theorem for Proportions and Means, and the Properties of Point Estimators which are Unbiased, Efficiency, and Consistency.

9 topics

160 lectures

Educators

Course Curriculum

Data and Stats
11 videos
Picturing Variations With Graphs
21 videos
Numerical Summaries
22 videos
Linear Regression and Correlation
19 videos
Probability Topics
22 videos
Normal, Binomial, and Geometric Models
20 videos
Sampling Distributions
11 videos
Confidence Intervals
17 videos
Hypothesis Testing with One Sample
17 videos

Sampling Distributions Lectures

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Sampling Distributions

Intro

Ashley Boni
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Sampling Distributions

Central Limit Theorem Proportions

Ashley Boni
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Sampling Distributions

Central Limit Theorem Proportions - Example 1

Ashley Boni
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Sampling Distributions

Central Limit Theorem Proportions - Example 2

Ashley Boni
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Sampling Distributions

Central Limit Theorem Proportions - Example 3

Ashley Boni
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Sampling Distributions

Central Limit Theorem Proportions - Example 4

Ashley Boni
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Sampling Distributions

Central Limit Theorem Means

Ashley Boni
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Sampling Distributions

Central Limit Theorem Means - Example 1

Ashley Boni
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Sampling Distributions

Central Limit Theorem Means - Example 2

Ashley Boni
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Sampling Distributions

Central Limit Theorem Means - Example 3

Ashley Boni
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Sampling Distributions

Central Limit Theorem Means - Example 4

Ashley Boni

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