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0 votes
1 answer
58 views

Bounds on the ratio between second raw moment and expected of absolute value squared

I'm interested in bounds for the ratio $E[X^2]/E[|X|]^2$. The best lower bound is $1$ since $E[|X|] \geq E[X]$ and $E[X^2] - E[X]^2 = Var(X) \geq 0$. On the other hand, I would like to know if there ...
Bridi's user avatar
  • 63
0 votes
1 answer
58 views

Bound on the expected time of first success in a series of Bernoulli RVs

Given an infinite series of Bernoulli RVs $X_1,X_2,...$ (which may be differently distributed and mutually dependent), we are given that for every $n>0$, $$\mathbb{E}\left[\sum_{t=1}^{n}(1-X_t)\...
Tanakak's user avatar
  • 47
15 votes
1 answer
204 views

Show that $\mathbb{E}\left|\hat{f_n}-f \right| \leq \frac{2}{n^{1/3}}$ where $\hat{f_n}$ is a density estimator for $f$

Question Suppose we have a continuous probability density $f : \mathbb{R} \to [0,\infty)$ such that $\text{sup}_{x \in \mathbb{R}}(\left|f(x)\right| + \left|f'(x)\right|) \leq 1. \;$ Define the ...
yasinibrahim30's user avatar
1 vote
0 answers
41 views

Nice bounds for 3rd folded central moment in terms of variance?

Say we have some real numbers $x_1, \ldots, x_n$, and let $\mu$ be their mean and $\sigma^2$ be the variance. Are there some nice bounds for $\frac 1n \sum_{i=1}^n |x_i - \mu|^3$ based on $\sigma^2$? ...
D.R.'s user avatar
  • 8,945
1 vote
0 answers
55 views

Showing that the following ratio expectation is bounded by $O(1/n)$

Suppose that $V_i$, $i \in \mathbb{N}$ are i.i.d. standard normal random variables and let $Y_i = \sum_{k=1}^i V_i$ for $i\geq 1$ and $Y_0 = 0$. Consider the following ratio random variable $$R = \...
KRL's user avatar
  • 1,180
3 votes
1 answer
81 views

The expected weight-ratio between weighted and un-weighted balls when picked from a bin without replacement

The Problem The problem, I believe, can be stated in the following way: Given $K$ white balls all with without weight (one can say that the weight is $0$) and $N - K$ red balls with individual ...
Johannes Ringmark's user avatar