A streamlined set of class notes for POS-3713
Histograms: histograms-master.rmd
The initial aim of this project was to squash together the histograms chapter of FPP with class notes, incorporating Rstudio
into an explanation of histograms while maintaining brevity.
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This has worked reasonably well, but brevity has taken a hit. The PDF is right at 10 pages (5 pages printed though!).
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I am particularly pleased with the second and third set of exercises. Most focus on the substantive implications of the coding portions, and are solidly poli-sci in flavor, challenging students' ability to interpret histograms and use them to generate hypotheses and evaluate claims.
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I am dissatisfied with some of the first exercises, which are a bit more rote, but still test the student's core understanding and intuition about histograms, not (only) their ability to draw them.
- I would rather the first few examples be more substantive. In the future, I'd probably make example histograms by sampling from actual datasets, not just generating noise.
- It is very difficult knowing what can and can't be trimmed when you're writing for an audience who doesn't know more than you.