my-server
← Wiki

Tanaka's formula

In the stochastic calculus, Tanaka's formula for the Brownian motion states that

where B<sub>t</sub> is the standard Brownian motion, sgn denotes the sign function

and L<sub>t</sub> is its local time at 0 (the local time spent by B at 0 before time t) given by the L<sup>2</sup>-limit

One can also extend the formula to semimartingales.

Properties

Tanaka's formula is the explicit Doob&ndash;Meyer decomposition of the submartingale |B<sub>t</sub>| into the martingale part (the integral on the right-hand side, which is a Brownian motion), and a continuous increasing process (local time). It can also be seen as the analogue of Itō's lemma for the (nonsmooth) absolute value function , with and ; see local time for a formal explanation of the Itō term.

Outline of proof

The function |x| is not C<sup>2</sup> in x at x&nbsp;=&nbsp;0, so we cannot apply Itō's formula directly. But if we approximate it near zero (i.e. in [&minus;ε,&nbsp;ε]) by parabolas

and use Itō's formula, we can then take the limit as ε&nbsp;→&nbsp;0, leading to Tanaka's formula.

References

  • (Example 5.3.2)