Probability & Statistics Step by Step
A lightweight execution-visualization book.
Descriptive Statistics
Mean
Median
Mode and Range
Population Variance and Standard Deviation
Sample Variance
Five-Number Summary
Counting Principles
Fundamental Counting Principle
Factorial
Permutations nPr
Combinations nCr
Probability Basics
Simple Probability
Complement Rule
Addition Rule
Mutually Exclusive Events
Compound Probability
Multiplication Rule for Independent Events
Conditional Probability
Multiplication Rule for Dependent Events
Tree Diagram
Random Variables
Probability Distribution
Expected Value
Variance of a Random Variable
Distributions
Binomial Probability
Binomial Mean and Variance
Empirical Rule for Normal Distributions