Estimating the mean and variance from the median, range, and the size of a sample
Indiana University Northwest · Indiana University · +2 more institutions
Indexed incrossrefdoajpubmed
Abstract
Background
Usually the researchers performing meta-analysis of continuous outcomes from clinical trials need their mean value and the variance (or standard deviation) in order to pool data. However, sometimes the published reports of clinical trials only report the median, range and the size of the trial.
Methods
In this article we use simple and elementary inequalities and approximations in order to estimate the mean and the variance for such trials. Our estimation is distribution-free, i.e., it makes no assumption on the distribution of the underlying data.
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9,080
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Authors
3Topics & keywords
Topics
Keywords
- Statistics
- Sample size determination
- Range (aeronautics)
- Variance (accounting)
- Sample (material)
- Medicine
- Mathematics
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