1. Statistical Sampling

1.1 Sampling & Data Collection

1.1.1 Sampling & Data Collection

1.2 Sampling & Estimation

1.2.1 Unbiased Estimates

1.2.2 Distribution of Sample Means

1.2.3 Confidence Intervals

2. Statistical Distributions

2.1 Poisson Distribution

2.1.1 The Poisson Distribution

2.2 Linear Combinations of Random Variables

2.2.1 Linear Combinations of Random Variables

2.3 Continuous Random Variables

2.3.1 Probability Density Function

2.3.2 E(X) & Var(X) (Continuous)

2.3.3 Continuous Uniform Distribution

2.4 Working with Distributions

2.4.1 Choosing Distributions

2.4.2 Approximations of Distributions

3. Hypothesis Testing

3.1 Hypothesis Testing

3.1.1 Hypothesis Testing

3.1.2 Type I & Type II Errors

3.2 Hypothesis Testing (Discrete Distribution)

3.2.1 Binomial Hypothesis Testing

3.2.2 Poisson Hypothesis Testing

3.3 Hypothesis Testing (Normal Distribution)

3.3.1 Normal Hypothesis Testing