**Probability/Statistics/Basic Finance**

**Basic Probability**

Example of Union-Intersection Formula/ Conditional Probability

Example of Independence: Venn Diagram with Two Events

Example of Independence: Venn Diagram With Three Events

Example of Probability Density Function

Expected Number of Coin Switches

Expected Coin Flips for k Heads in a Row

Mean and Variance of Normal Distribution

Example of Exponential Random Variable

**Statistics**

Example of Sampling Distribution of the Mean

Example of Confidence Interval 1: Almost Normal

Example of Confidence Interval 2: Almost Normal

Example of Confidence Interval 3: t-distribution

Example of Confidence Interval 4: Chebyshev's Theorem

Example of Hypothesis Test 1: Two-Tail Test

Example of Hypothesis Test 2: One-Tail Test

**Basic Finance**