- Random Variables Are Just Right Triangles
- Consider a vector space of random variables.
- Then, the vector is the constant random variable .
- Expectation is the projection onto the vector .
- Now, the orthogonal component is a zero mean random variable, and the variance is the squared length of this orthogonal component!