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About Publications Statistics Tutorials
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Here, you can find tutorials on various aspects of statistics and R. The tutorials are meant to be super-short and accessible. If you like them, consider my two- or three-day workshop on mixed models that goes into much more depth.
If you're interested in getting automatic updates on tutorials, enter your email into this form:
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Statistics 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
Please cite as:
Winter, B. (2013). Linear models and linear mixed effects models in R with linguistic applications. arXiv:1308.5499. [http://arxiv.org/pdf/1308.5499.pdf]
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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 helps! pdf version
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Doodling with R
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Why not get more experience with R programming structures while at the same time having fun? That is the aim of this "doodling with R" section.
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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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