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1 vote
0 answers
23 views

Metric for run-to-run consistency of time series data

If I run $n$ samples of a physical experiment, I expect to see roughly similar time vs. position plots but with slight variations run-to-run. What are good statistical metrics to quantify the ...
asyndeton256's user avatar
0 votes
0 answers
34 views

Why are published stats generally given as +/- standard deviation?

I've been wondering why most publications give stats as mean +/- standard deviation, even for things like measurement devices, where reproducibility is a major concern. (E.g., for a given sample, our ...
user388264's user avatar
2 votes
1 answer
2k views

What is the impact of duplicate data on the variance of regression coefficient? [duplicate]

What is the impact of duplicate data on the variance of the regression coefficient?. Does increasing the size of data always certainly decrease the variance of the model coefficients? Suppose I have ...
NAS_2339's user avatar
  • 223
6 votes
3 answers
5k views

95% confidence interval for a given data set

I have a data set $\mathcal{S}$, which is univariate. I would like to discover the data points which can be thought of as outliers of $\mathcal{S}$. I use $\bar{\mathcal{S}}+2*\sigma(\mathcal{S})$ ...
user3269's user avatar
  • 5,222