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2 votes
1 answer
225 views

Can the variance of a U-statistic be of the order $O(\frac{1}{n^2})$?

It is not that easy to find estimators $T_n$ such that $\mbox{Var}[T_n] \sim O(n^{-B})$ with $B = 2$. In most cases, $B=1$.Here $n$ is the sample size. It seems, according to this paper on U-...
Vincent Granville's user avatar
0 votes
1 answer
100 views

Intuition for estimating population standard deviation

I know how to estimate population standard deviation using a chi square distribution, but I don't know why it works. I'd like to have an intuition for the why. I've tried googling around. I always ...
Adam Zerner's user avatar
1 vote
0 answers
148 views

95% confidence interval for an estimate average

I have a single dataset - from that dataset I have used four methods ($i=1, 2, 3, 4$) to estimate a parameter ($u_i$) and to generate a 95% confidence interval. In other words, I know $V[u_i]$ but not ...
user84297's user avatar
6 votes
1 answer
153 views

Error bars on log of big numbers

I am calculating a quantity of the following form: $\mu = \log( \frac{1}{n} \sum_{i=1}^{n} e^{\phi(X_i)} )$ via MC. $X_i$ are iid and I can sample them. I want to give error bars\ confidence ...
Yair Daon's user avatar
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