Created by Knut M. Synstadfrom the Noun Project

Càdlàg

Definition (Càdlàg)

A process is Càdlàg (i.e. right continuous with left limits) if ωΩ:tXt(ω) is right continuous and has left limits everywhere\forall\omega\in\Omega:t\mapsto X_{t}(\omega)\text{ is right continuous and has left limits everywhere}i.e.

  • the left limit f(t):=limstf(s)f(t-):=\lim_{ s \uparrow t^{-} }f(s) exists and;
  • the right limit f(t+):=limst+f(s)f(t+):=\lim_{ s \downarrow t^{+} } f(s)exists and equals f(t)f(t).

Intuition

Why right continuity? Well, here we have a great example of why: Pasted image 20240306164838.png i.e. Right continuity allows us to use the rationals when indexing time. This then allows us to use the countable properties of measure theory to do various things.

Example

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Theorem (Existence of Càdlàg Version)

Assume (Ft)t0(\mathcal{F}_{t})_{t\ge 0} satisfies the Usual conditions. Let (Xt)t0(X_{t})_{t\ge 0} be a (Ft)t0(\mathcal{F}_{t})_{t\ge 0}-martingale then (Xt)t0(X_{t})_{t\ge 0} admits a Càdlàg version. i.e. (X~t)t0(Ft)t0-adapted t0 where Xt=X~t a.s.\exists(\tilde{X}_{t})_{t\ge 0} (\mathcal{F}_{t})_{t\ge 0}\text{-adapted }\forall t\ge 0\text{ where }X_{t}=\tilde{X}_{t}\text{ a.s.}

Remark

We see that the X~n\tilde{X}_{n} preserves XnX_{n}’s Martingale properties: 0s<t:X~s=Xs=E[XtFs]=E[X~tFs] a.s.\forall {0}\le s<t:\tilde{X}_{s}=X_{s}=E[X_{t}|\mathcal{F}_{s}]=E[\tilde{X}_{t}|\mathcal{F}_{s}]\text{ a.s.}

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