Welcome!
Strategies for Learning
Exploratory Data Analysis
Chapter 1: Introduction to Statistics
1.1: What is Statistics?
1.2: Data Types and Levels of Measurement
1.3: Sampling Methods
1.4: Bias in Studies
1.5: Experimental Design
Chapter 2: Descriptive Statistics
2.1: Organizing and Visualizing Data
2.2: Measures of Central Tendency
2.3: Measures of Spread
2.4: Standard Deviation
2.5: Summary
Linear Regression
Chapter 3: Simple Linear Regression
3.1: Explanatory and Response Variables
3.2: Scatterplots
3.3: Correlation Coefficient
3.4: Linear Regression Equation
3.5: Summary
Probability
Chapter 4: Introduction to Probability
4.1: Probability Basics
4.2: Probability Rules
4.3: Summary
Chapter 5: Discrete Probability Distributions
5.1: Random Variables
5.2: Discrete Random Variables
5.3: Mean and Variance of a Discrete Random Variable
5.4: Binomial Distribution
5.5: Summary
Chapter 6: The Normal Distribution
6.1: Properties of the Normal Distribution
6.2: Z-Scores
6.3: Finding Probabilities for the Normal Distribution
6.4: Finding a Data Value Given a Probability Using the Normal Distribution
6.5: Summary
Chapter 7: Sampling Distributions
7.1: Introduction to Sampling Distributions
7.2: Sampling Distribution of the Sample Mean
7.3: Sampling Distribution of the Sample Proportions
7.4: Summary
Inferential Statistics
Chapter 8: Hypothesis Testing
8.1: Introduction to Hypothesis Testing
8.2: Hypothesis Tests for Proportions
8.3: Hypothesis Tests for the Mean (sigma unknown)
8.4: Type I and Type II Error
8.5: Summary
Chapter 9: Confidence Intervals
9.1: Point Estimates
9.2: Introduction to Confidence Intervals
9.3: Confidence Intervals for Proportions
9.4: Confidence Intervals for Means
Chapter 10: Inference for Two Populations
10.1: Inference for Two Proportions
10.2: Inference for Two Independent Means
10.3: Matched Pairs
Chapter 11: Advanced Topics
11.1: ANOVA
11.2: Chi-Squared Test for Independence
Copyright
Intro to Statistics MAT1260 by SBCCOE is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, except where otherwise noted.