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Let $(\Omega ,\mathcal F,\mathbb P)$ a probability space and let $X=(X_t)$ and $Y=(Y_t)$ two stochastic processes. I know for example that $X$ and $Y$ are indistinguishable if there is a set $N$ of measure $0$ s.t. for all $\omega \notin N$ we have $X_t=Y_t$ for all $t$, but we can't write $\mathbb P\{\forall t, \ X_t=Y_t\}$ since $\{\forall t, X_t=Y_t\}$ may be not $\mathcal F-$ measurable.

  • The thing is if $Y$ is a copy of $X$ and $(\Omega ,\mathcal F,\mathbb P)$ is complete, then $\{\forall t,X_t=Y_t\}$ is $\mathcal F-$measurable.

  • I also know that each measure space can be completed by adding sets of measure.

Questions :

So, why don't we always work with complete measure space (since they can be always completed), and avoid for example the problem of the measurability of $\{\forall t, X_t=Y_t\}$ if $Y$ is a copy of $X$ (or many other measurability problem) ?

In what working in a non complete measure space can be interesting, or at least more interesting than to work with it's completion ? (since a non complete measure space can always be completed).

Do you have an example where it's worth to work with the uncompleted measure space rather than with the completed space ?

1 Answers1

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The main advantage I can think of is that the composition of two $(\mathcal B,\mathcal B)$-measurable functions are also $(\mathcal B,\mathcal B)$-measurable whereas the composition of two $(\mathcal L,\mathcal B)$-measurable functions need not be $(\mathcal L,\mathcal B)$-measurable. Of course, here $\mathcal B$ is the family of Borel sets and $\mathcal L$ is the family of Lebesgue measurable sets.

Many analysis books mean to say $(\mathcal L,\mathcal B)$-measurable when they say measurable. This is why those books state that we need a continuous function $\varphi$ so that $\varphi\circ f$ is measurable, provided that $f$ is a measurable function.

BigbearZzz
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    Yes, good remark ! (+1) An other thing I would mention is that when $\Omega $ is a separable topological space, the Borel $\sigma -$algebra is countably generated. – Surb Dec 13 '18 at 17:31
  • BigbearZzz : Hey, very good remark ! It make sense to consider Borel $\sigma -$algebra ! Now I really get it :) @Surb : I don't understand why it's a good thing, but I trust you ;) – user621345 Dec 13 '18 at 17:56
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    @NewMath: Don't worry, I'm sure you'll get it when you'll be a bit more used to it :-) – Surb Dec 13 '18 at 18:00