Statistics the easy way

Introduction to statistics

Introduction to probability

Introduction to hypothesis testing

Descriptive statistics

Definition of probability

Calculating probabilities by counting outcomes

Conditional probability

Discrete random variables

The binomial distribution

Other discrete distributions

Continuous random variables

The normal distribution

Other continuous distributions

Distributions with two random variables

Law of large numbers and central limit theorem

Statistical estimation

Accuracy of estimates

Hypothesis testing

Sampling and experimental design

Nonparametric methods

Regression with one independent variable

Multiple regression

Fallacies and traps.