Introduction to Statistics and Key Terms
Data Basics
Data Collection and Observational Studies
Designed Experiments
Sampling
Descriptive Statistics and Frequency Distributions
Displaying and Describing Categorical Data
Displaying Quantitative Data
Describing Quantitative Distributions
Measures of Location and Outliers
Measures of Center
Measures of Spread
Introduction to Bivariate Data
Visualizing Bivariate Quantitative Data
Measures of Association
Modeling Linear Relationships
Cautions About Regression
Introduction to Probability
Compound Events
Discrete Random Variables
The Binomial Distribution
Continuous Random Variables
The Normal Distribution
Normal Approximation
Point Estimation and Sampling Distributions
The Sampling Distribution of the Sample Mean (CLT)
Introduction to Confidence Intervals
Behavior of Confidence Intervals
Intro to Hypothesis Testing
Hypothesis Testing In-Depth
The Sampling Distribution of the Sample Mean (t)
Inference for the Mean in Practice
The Sampling Distribution of the Sample Proportion
Inference for a Proportion
Behavior of Confidence Intervals for a Proportion
Inference for Two Dependent Samples (Matched Pairs)
Inference for Two Independent Sample Means
Inference for Two Sample Proportions
Probability