Stopping times: [itex]\{min(\sigma,\tau) \leq t\} \in \mathscr{F}_t\}[/itex]

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SUMMARY

The discussion centers on the equality of two events involving stopping times in a filtered probability space: \{min(\sigma,\tau) \leq t\} and \{\sigma \leq t\} \cup \{\tau \leq t\}. It is established that both events describe the same condition regarding the stopping times \sigma and \tau, confirming that if either stopping time occurs before or at time t, the minimum will also occur by that time. The participants clarify that to prove this equality, one must show that each event is a subset of the other, reinforcing the understanding of stopping times in probability theory.

PREREQUISITES
  • Understanding of stopping times in probability theory
  • Familiarity with filtered probability spaces, specifically (\Omega,\mathscr{F},\{\mathscr{F}_t\}_{t\in [0,\infty)},P)
  • Knowledge of set theory and event notation in probability
  • Basic comprehension of random variables and their properties
NEXT STEPS
  • Study the properties of stopping times in filtered probability spaces
  • Learn about the concept of events and their relationships in probability theory
  • Explore examples of random variables and their distributions
  • Investigate the implications of minimum functions in stochastic processes
USEFUL FOR

Students and researchers in probability theory, particularly those studying stochastic processes and stopping times, will benefit from this discussion. It is also valuable for educators teaching concepts related to filtered probability spaces.

operationsres
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Homework Statement



Context: Both [itex]\sigma[/itex] and [itex]\tau[/itex] are stopping times in the filtered probability space [itex](\Omega,\mathscr{F},\{\mathscr{F}_t\}_{t\in [0,\infty)},P)[/itex].

Question: Why is it the case that [itex]\{min(\sigma,\tau) \leq t\} = \{\sigma \leq t\}\cup \{\tau \leq t\}[/itex]?


The Attempt at a Solution



I don't know why.
 
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operationsres said:

Homework Statement



Context: Both [itex]\sigma[/itex] and [itex]\tau[/itex] are stopping times in the filtered probability space [itex](\Omega,\mathscr{F},\{\mathscr{F}_t\}_{t\in [0,\infty)},P)[/itex].

Question: Why is it the case that [itex]\{min(\sigma,\tau) \leq t\} = \{\sigma \leq t\}\cup \{\tau \leq t\}[/itex]?


The Attempt at a Solution



I don't know why.

To show equality of two events A and B, one way is to show that
[tex]A \subset B \text{ and } B \subset A.[/tex]
Think about it in *words*: what does the left-hand event say about σ and τ? What does the event on the right say about σ and τ?

RGV
 
Thanks Ray.

I understand that the two way implications hold when the LHS and RHS are thought of as events (i.e. LHS and RHS are either both true or both not true).

Can you tel lme if the following is correct? I think that this will alleviate some of my confusion.

[itex]\{\sigma \leq t\} \cup \{\tau \leq t\} = \{x \in \mathbb{R} | 0 \leq x \leq t\}[/itex]

I think that this expression holds by the fact that both [itex]\sigma,\tau \geq 0[/itex] are random variables. So the event of these random variables being [itex]\leq t[/itex] is simply all the real numbers from [itex]0[/itex] to [itex]t[/itex] (inclusive of 0 and t).
 

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