Sampling and Sampling Distributions
Foundational Statistics
Welcome
Introduction
1
What is Statistics?
2
The Unavoidable Math
3
Surveys: Key Concepts
4
Variable Classification
Descriptive Statistics
5
Describing a Dataset
6
Measures of Central Tendency
7
Measures of Dispersion
Probability Theory
8
Probability Concepts
9
What is Probability?
10
Counting Rules
11
Probability Rules
Random Variables and Probability Distributions
12
Random Variables
13
Discrete Probability Distributions
14
Continuous Probability Distributions
Sampling and Sampling Distributions
Inferential Statistics
Chi Square Tests
Regression Analysis
15
Simple Linear Regression
Summary
References
Sampling and Sampling Distributions
Sampling Distribution for a sample mean
Sampling Distribution for a sample proportion
Central Limit Theorem
1
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14
Continuous Probability Distributions
Inferential Statistics