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Let $D_+$ be the set of non-increasing functions $f: [0,T]\to [0,1]$ that are right-continuous. Let $(f_n)_{n\ge 1}\subset D_+$ be a sequence of continuous functions s.t. $\lim_{n\to\infty }f_n(t)$ exits for each $t\in [0,T]$. Denote by $\hat f$ its pointwise limit and by $f$ the right-continuous modification of $\hat f$, i.e. $f(t):=\lim_{s\searrow t}\hat f(s)$. Denote by $d$ the Skorokhod metric on $D_+$. I have two questions:

  1. Does $\lim_{n\to\infty}d(f_n,f)=0$ hold?
  2. If not, does $\lim_{n\to\infty}d(f_n,f)=0$ hold by assuming additionally that $f_n$ increases to $f$?
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The answer is no to both questions. E.g., suppose that $T=2$ and $$f_n(t)=1(t\le1-\tfrac1n)+n(1-t)1(1-\tfrac1n<t\le1).$$ Then $f_n(t)$ increases in $n$ to $f(t)=1(t<1)$, and all the other conditions on $f_n$ hold.

However, by the definition of the Skorokhod metric, for each integer $n\ge1$, $t_n:=1-\tfrac1{2n}$, and some strictly increasing continuous function $h_n\colon[0,2]\to[0,2]$ we have
$$d(f_n,f)+\tfrac1n\ge|f_n(t_n)-f(h_n(t_n))|=|\tfrac12-f(h(t_n))| =\tfrac12,$$ since $f(t)\in\{0,1\}$ for each $t\in[0,2]$. So, $d(f_n,f)\not\to0$.


The idea of this example is simple: the range of each continuous decreasing function $f$ is connected, but the range of the right-continuous pointwise limit $f$ does not have to be connected, even if $f_n$ increases to $f$.

It is easy to modify this example to make $f_n(t)$ strictly decreasing in $n$ and in $t$, if so desired.

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  • $\begingroup$ Is the limit given as $f(t):=1_{\{t<1\}}$? $\endgroup$
    – user478492
    Commented Jun 29, 2022 at 20:12
  • $\begingroup$ @Philo18 : yes; this is now corrected. Thank you for your comment. $\endgroup$ Commented Jun 29, 2022 at 20:15
  • $\begingroup$ It seems to me that there is one more typo. The limit is denoted by $\hat f(t):=1_{\{t<1\}}$. As for $f$, it is the right-continuous modification of $\hat f$, which means $f(t):=1_{\{t\le 1\}}$ $\endgroup$
    – user478492
    Commented Jun 29, 2022 at 20:20
  • $\begingroup$ @Philo18 : No, there is no typo here: $1(t<1)$ is right-continuous in $t$. $\endgroup$ Commented Jun 29, 2022 at 21:36
  • $\begingroup$ Many thanks for the answer. Indeed I meant this counterexample for the case where $f_n$ is non-decreasing (with a mistake in my statement), but obviously your example is still adapted $\endgroup$
    – user478657
    Commented Jun 30, 2022 at 7:11

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