I just come about with the definition of Brownian Motion and I'd like to know whether it is not trivial that such a process exists.
Earlier this year, I read about Kolmogorov's theorem and I thought that maybe this could prove the existence of Brownian motion, but unfort. I didn't catch the idea of Kolmogorv's theorem.
So, can one set properties "randomly" on a stochastic process and expect it to exists ?
I also add the folowing question : is such a process unique?
I wasn't that shocked reading about poisson's process. Perhaps, because of the jumps, it feels more natural. On the other hand, Brownian motion seems pretty restrictive and I have no idea how such a process could potentially exists.
My definition of Brownian Motion is the following :
- $$ B_0 = 0$$
- $$ \text{ stationary and independant increment } $$
- $$ B_t \sim N(0,t) $$
- $$ \text{It has continuous sample paths.} $$