(This article was first published on

**Heuristic Andrew » r-project**, and kindly contributed to R-bloggers)Here’s a simple way to make a bar plot with error bars three ways: standard deviation, standard error of the mean, and a 95% confidence interval. The key step is to precalculate the statistics for ggplot2. Continue reading

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