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Edward Brown edited figures/sample-datasets/caption.tex
about 9 years ago
Commit id: b4393289032ee8ee8bd27ba0cf9537a982bd9a14
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\label{fig:sample-datasets}
Sample figure from an \ipython\ notebook illustrating the $\chi^2$ test. The notebook generates a ``realistic'' dataset (left) by constructing a linear relation with normally distributed errors. The middle panel does the same, but the errors are drawn from a distribution with a much smaller $\sigma$ than indicated by the errorbars. The dataset on the right contains two $5\sigma$ outliers.
The \ipython\ notebook contains a number of exercises to guide students' thinking about whether the dataset supports the underlying model.