All differentiable functions are Liepschtiz continuous, and all Liepschtiz continuous functions are continuous.
Brownian paths are continuous but not Liepschtiz continuous.
We are proving Brownian paths are not Liepschitz continuable via proof by contradiction:
There is some s between 0 and 1 (inclusive) such that |B_t - B_s| <= C \times |t - s| for all t such that |t - s| <= 3/n
P(A_1 \cup A_2\cup A_3…\cup A_n) = 0
A_1 \subset A_2 \subset A3…\subset A_nProve P(A_n) \to 0 \quad\text{as } n \to \infty.
We don’t know what P(A_n) is; we can estimate it with Monte Carlo, but there’s a better way.
A_n <= G_n
0 <= P(A_n) <= P(G_n); we know P(G_n) converges to 0, so P(A_n) must also converge to 0 via the squeeze theorem.
y_{k,n} = \max\left\{ \left|B\left(\frac{k}{n}\right) - B\left(\frac{k-1}{n}\right)\right|, \left|B\left(\frac{k+1}{n}\right) - B\left(\frac{k}{n}\right)\right|, \left|B\left(\frac{k+2}{n}\right) - B\left(\frac{k+1}{n}\right)\right| \right\}
I will retroactively LaTeX all of this once I get back to my dorm.
G_n = \left\{\omega : y_{k,n}(\omega) \leq \frac{5C}{n} \text{ for at least one } k\right\}
this is sooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooooo eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeew
“We’re saying probability of 1 because I want my proof to sound more rigorous.” (slightly paraphrased?)
P(G_n) <= \sum_{k=1}^{n-2} P\left(y_{k,n} \leq \frac{5C}{n}\right)
l.m.a.o
P(\max(X_1, X_2, X_3) <= a) = P(X_1 <= a, X_2 <= a, X_3 <= a)
If X_1, X_2, X_3 are independent of each other, then we can multiply them by each other.
But if they’re the same distribution, they are identical:
P(X_1 <= a) \times P(X_2 <= a) \times P(X_3 <= a) = (P(X_1 <= a))^3
God help me on the integral he just drew.
this is crooked
\int_{-1/n}^{1/n} \frac{1}{\sqrt{2\pi/n}} e^{\frac{z^2}{2/n}}
This somehow breaks down to (\frac{2}{\sqrt{n}})^3.
P(G_n) <= \sum_{k=1}^{n-2} P\left(y_{k,n} \leq \frac{5C}{n}\right) = nP(y_k,n <= \frac{5C}{n}) <= n \times (\frac{2}{\sqrt{n}})^3 = \frac{8}{\sqrt{n}}, which converges to 0.
this is honestly heartbreaking
The curse of playing mafia irl.
Ok, we’re taking a break.
If people leave, I will probably slip out.