I am new to stopping times and would appreciate any explanation on the following problem:
Let $τ(ω) =$ inf$\{t>0:|W_t(ω)| \geq K\}$, with $K > 0$ constant, be the stopping time. $W_t$ is the Brownian motion.
- What does the following equation mean?
- What is the intuition idea behind the following equation? (i.e. why is it true?)
$$\{ω : τ(ω)\leq t\} = \bigcup_{0<s<t}\{ω:|W_s(ω)|\geq K\}$$
This is what I gathered so far:
Since $τ(ω) =$ inf$\{t>0:|W_t(ω)| \geq K\}$, \begin{align} \{ω:τ(ω) \leq t\} &= \tag{1}\left\{ω: \mathrm{inf}\{s>0:|W_s(ω)| \geq K\} \leq t \right\}\\ &= \tag{2}\bigcup_{0<s<t}\{ω:|W_s(ω)|\geq K\} \end{align}
- How does $(1)$ equal $(2)$?
- How did the union come about and what happened to the infimum?
EDIT : Despite the 2 answers given, I still have trouble understanding.
Thank you.
Equivalent are the statements:
$\omega\in\bigcup_{s\in\left(0,t\right)}\left\{ |W_{s}|\geq K\right\} $
For some $s\in\left(0,t\right)$ we have $|W_{s}\left(\omega\right)|\geq K$
$\inf\left\{ s>0\mid |W_{s}\left(\omega\right)|\geq K\right\} <t$
$\tau\left(\omega\right)<t$