### General

Hendricks' Stats Class

Follow me on twitter @hendricksstats

### General

Hendricks' Stats ClassFollow me on twitter @hendricksstats

### Topic 1

Chapter 1: Introduction to Statistics

- 1.1 Introduction to Statistics
- 1.2 Data Classification
- 1.3 Experimental Design

### Topic 2

Chapter 2: Descriptive Statistics- 2.1 Frequency Distributions and Their Graphs
- 2.2 More Graphs and Displays
- 2.3 Measures of Central Tendency
- 2.4 Measures of Variation
- 2.5 Measures of Position

### Topic 3

Chapter 3: Probability- 3.1 Basic Concepts of Probability
- 3.2 Conditional Probability and the Multiplication Rule
- 3.3 The Addition Rule
- 3.4 Additional Topics in Probability and Counting

### Topic 4

Chapter 4: Discrete Probability Distributions

- 4.1 Probability Distributions
- 4.2 Binomial Distributions
4.3 (honors only) More Discrete Probability Distributions

### Topic 5

Chapter 5: Normal Probability Distributions- 5.1 Introduction to Normal Distributions
- 5.2 Normal Distributions: Finding Probabilities
- 5.3 Normal Distributions: Finding Values
- 5.4 Sampling Distributions and the Central Limit Theorem
- 5.5 Normal Approximations to Binomial Distributions

### Topic 6

Chapter 6: Confidence Intervals

- 6.1 Confidence Intervals for the Mean (Large Samples)
- 6.2 Confidence Intervals for the Mean (Small Samples)
- 6.3 Confidence Intervals for Population Proportions

### Topic 7

Chapter 7: Hypothesis Testing with One Sample- 7.1 Introduction to Hypothesis Testing
7.2 Hypothesis Testing for the Mean (Large Samples) - Rejection Regions

- 7.3 Hypothesis Testing for the Mean (Small Samples) - Rejection Regions
- 7.4 Hypothesis Test for Proportions
- 7.5 Hypothesis Testing for Variance and Standard Deviation
- 7.2 Hypothesis Testing for the Mean (Large Samples) - p-values
- 7.3 Hypothesis Testing for the Mean (Small Samples) - P-values

### Topic 8

Chapter 8: Hypothesis Testing with Two Samples- 8.1 Testing the Difference in Means (Large Independent Samples)
- 8.2 Testing the Difference Between Means (Small Independent Samples)
- 8.4 Testing the Difference Between Proportions

### Topic 9

Chapter 9: Correlation and Regression

- 9.0 Scatter-plots
- 9.1 Correlation
- 9.2 Linear Regression
- 9.3 The Coefficient of Determination

### Topic 10

Chapter 10: Chi-Square Tests and the F-Distribution- 10.1 The Chi-Square Goodness-of-Fit Test
- 10.2 The Chi-Square Test for Independence