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About CV Stats Resources
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Below find some tutorials on various aspects of statistics and R. If you're interested, I also offer a two- or three-day workshop on mixed models.
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Tutorials
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| Linear Models and Mixed Models with R
This is a decidedly conceptual introduction to the linear model framework and linear mixed effects models in R. It is intended to be very basic. tutorial 1 pdf
tutorial 2 pdf dataset for tutorial 2
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| Understanding the F distribution and the principle behind ANOVAs
F-values, the F-distribution, sum of squares ... these are concept you struggle with? Maybe this tutorial with R hands-on exercises helps! pdf version
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Doodling with R
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What separates the R novice from the pro is a good grasp of programming structures and simulation techniques. Why not get more experience with this while also working on a bunch of cool topics? That is the aim of this "doodling with R" section. Aside from the two tutorials below, there's one on replicator dynamics and one on the logistic map in the pipeline.
These tutorials are super-short and simple and written in casual and accessible style.
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| Solving the Monty Hall Problem with Simulations: A super-simple intro to loops and if statements in R
This is a fun tutorial to playfully introduce you to loops and if statements in R. pdf version
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| A simple Markov model in R
Here's another R programming exercise, this time on Markov models. pdf version
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