What is Brownian motion?

Approach: Define as continuous-time stochastic process.

W_t is Brownian motion if: W_0=0, has independent increments, W_t - W_s ~ N(0,t-s), continuous paths almost surely.

Follow-up: What is its quadratic variation?

Key concepts: gaussian process, independent increments, continuous paths.