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Theory and applications of probability and stochastic processes: e.g. central limit theorems, large deviations, stochastic differential equations, models from statistical mechanics, queuing theory.
7
votes
Does a conditionally convergent sum with random signs converge almost surely?
For the question at hand, we don't need the full strength of the RPZ theorem cited by Sam Hopkins; just the Kolmogorov three-series theorem. Since $\sum a_n$ converges (conditionally), we have $a_n \ …
8
votes
Accepted
Is a martingale conditioned to be large a submartingale?
No.
For a simple counterexample, let's work in discrete time. Consider the following gambling strategy: start with \$0 and bet \$1 on a fair coin flip. If you win, you take your dollar and go home. …
6
votes
A curious martingale
I think Iosif's Fatou lemma argument can be fixed, as follows.
Assume without loss of generality that $X_0 = 0$.
Suppose to the contrary that $X_t \to +\infty$ a.s. Then it must be that $\inf_{t \ge …
1
vote
Accepted
Number of atoms of a probability measure
Yes.
First, one can show the $\sigma$-algebra in question is equal to the Borel $\sigma$-algebra induced by the weak topology. (We could do without this fact, but I find it makes the proof simpler.)
…
3
votes
Accepted
Reference for Wiener type measure on $C(T)$ when $T$ is open
I think you can adapt the proof in these notes of mine, Theorem 4.44.
The first step in the proof of my notes is to pick, for each $n$, a finite-rank projection $P_n$ such that for all finite-rank pro …
6
votes
Accepted
For stochastic process $X_t$ with marginals $\mu_t$, is it true that the sample-path continu...
Yes, under mild assumptions.
If the state space $E$ is Polish (including $E = \mathbb{R}^n$ in particular), then the space $\mathcal{P}(E)$ of Borel probability measures on $E$, with the weak topology …
4
votes
Sufficient conditions for finite mean of a non-negative random variable
Recall that $E[X] = \int_0^\infty (1-F(x))\,dx$. So this shows that something like $F(x) = 1-1/(x \log x)$ for large $x$ is a counterexample.
This does however show that $\lim_{x \to \infty} x^p (1-F …
1
vote
Accepted
If a sequence of measures is weakly convergent outside each compact ball, the sequence itsel...
I suppose here that $E$ is separable.
Let $\epsilon > 0$ and fix a sequence $\epsilon_i > 0$ such that $\sum_{i=1}^\infty \epsilon_i < \epsilon$.
Let $B_r$ denote the closed ball of radius $r$. Set $ …
1
vote
Accepted
Inequality regarding a probability measure
It looks fine to me.
If we let $I_k = [k t^\ast_M, (k+1) t^\ast_M]$ be the relevant subintervals of $[0,T]$, then the supremum of $|u_n|$ over $[0,T]$ must be almost attained along some sequence of po …
5
votes
Accepted
Does the finitely additive integral preserve convergence for non-negative measurable functions?
No, not even for sequences of countably additive measures.
Take $X = \mathbb{N} = \{0,1,2,\dots\}$ with its discrete $\sigma$-algebra, and let $\mu_n$ put mass $1/n$ at the point $n$ and mass $1-1/n$ …
3
votes
Accepted
If a Markov semigroup is eventually contractive, can we conclude that it admits a unique inv...
Note that your argument contains an implicit assumption that $\kappa_t \mu \in \mathcal{S}^1$ for every $\mu \in \mathcal{S}^1$ (otherwise the Banach fixed point theorem does not apply). I will also …
2
votes
Accepted
Can we say that $\{f_n\}\text{ is uniformly integrable over }E\setminus (\cap_p B_p)$?
No.
Take $E=[0,1]$ with Lebesgue measure. Let $f_n = n 1_{[0, 1/n]}$, so that $\int_E |f_n|\,d\mu = 1$ for every $n$, and $B_p = [0, 1/p]$. Note that $|f_n| \le p$ on $E \setminus B_p = (1/p, 1]$ fo …
3
votes
$ \int_{E}^{*}{\psi (t) d\mu(t)}=\int_{E}{\phi (t) d\mu(t)} $
Yes. By definition of the inf, we can find a sequence of integrable functions $\phi_n$ such that $\psi \le \phi_n$ for every $n$, and $\int \phi_n \to \int^* \psi$. Set $\phi = \liminf \phi_n$, which …
1
vote
If a sequence $X_n$ of RVs converges in probability to $X$, does the sequence $\mathbb{E}(X_...
Not in general. The standard counterexample is to let $U \sim U(0,1)$, $X_n = n 1_{\{U \le 1/n\}}$, and $X=0$.
There are several basic theorems giving sufficient conditions for this to hold, e.g. mo …
2
votes
Accepted
Is the inner/outer measure mapping continuous?
Let $\Omega = \mathbb{N}$ and let $\mathcal{F}$ be the field consisting of all finite and cofinite subsets of $\mathbb{N}$. Let $\mu_n = \delta_{2n}$ be a point mass at the integer $2n$, and let $\mu …