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This project follows from the points made in the paper Sample-oriented task-driven visualizations: allowing users to make better, more confident decisions by Ferreira, N., Fisher, D., & Konig, A. C.

To do this, we generate the normal curve that has the same mean and standard deviation as our observed residual and plot it on top of our residual. We use a Python trick to assign two values at once: ...

The first plot is a pure Python/NumPy code and could only be calculated for a ... we demonstrated that moving window standard deviation functions can have their efficiency improved with two simple ...