[Math] Example of Non Uniform Integrability

measure-theoryprobability theory

Consider a family of functions $\{f_n\}$, where $f_n: X \rightarrow \mathbb{R}_{\geq 0 }$, and a probability measure on $X$.

Please provide an example in which all functions $f_n$ are integrable but not uniformly integrable in the "probability sense":

$$ \lim_{c \rightarrow \infty} \ \sup_n \mathbb{E} \{ f_n \mid {f_n \geq c} \} = 0$$

Here there is an example, but the family is uniformly integrale in the "probability sense".

Best Answer

Take $f_n = n 1_{A_n}$ where $\mu(A_n) = 1/n$. (For instance, on $[0,1]$ with Lebesgue measure, you could take $A_n = [0,\frac{1}{n}]$.) I think this is the example that was intended in the linked answer, and it is not uniformly integrable in your sense (or any other).