How does one go about to prove something in mathematics? What are the basic components in proving something and the usual methods mathematicians have taken in the past to prove things such as:

Differentiation Rules

Mean Value Theorem

The Central Limit Law (Statistics)

The Law of Large Numbers (Statistics)