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

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

Sampling Distributions

Intro

Ashley Boni

Sampling Distributions

Central Limit Theorem Proportions

Ashley Boni

Sampling Distributions

Central Limit Theorem Proportions - Example 1

Ashley Boni

Sampling Distributions

Central Limit Theorem Proportions - Example 2

Ashley Boni

Sampling Distributions

Central Limit Theorem Proportions - Example 3

Ashley Boni

Sampling Distributions

Central Limit Theorem Proportions - Example 4

Ashley Boni

Sampling Distributions

Central Limit Theorem Means

Ashley Boni

Sampling Distributions

Central Limit Theorem Means - Example 1

Ashley Boni

Sampling Distributions

Central Limit Theorem Means - Example 2

Ashley Boni

Sampling Distributions

Central Limit Theorem Means - Example 3

Ashley Boni

Sampling Distributions

Central Limit Theorem Means - Example 4

Ashley Boni