Repeated measures ANOVA using Python Statsmodels and R afex

In this short Python tutorial, we will learn how to carry out repeated measures ANOVA using Statsmodels. We will start by using statsmodels AnovaRM to do a one-way ANOVA for repeated measures. After that we will use AnovaRM to carry out a two-way ANOVA for within subjects-design. After we have carried out the repeated measures ANOVA using Python Statsmodels, we will proceed this data science tutorial by using R. Specifically, we will use the r-package afex to carry out the same one-way and two-way ANOVAs for repeated measures as we did with Python. Therefore, we will be able to learn about some differences between these two programming languages and their packages. At least when it when it comes to repeated measures ANOVAs! Make sure you subscribe to the channel if you haven't: http://bit.ly/SUB2EM R vs. Python: Repeated Measures ANOVA Code Examples » Python and Statsmodels: http://bit.ly/ANOVA_SM » R and afex: http://bit.ly/ANOVA_RM » Data for one-way ANOVA: https://github.com/marsja/jupyter/blob/master/Python_ANOVA/rmAOV1way.csv » Data for two-way ANOVA: https://github.com/marsja/jupyter/blob/master/Python_ANOVA/rmAOV2way.csv » Documentation for AnovaRM: https://www.statsmodels.org/dev/generated/statsmodels.stats.anova.AnovaRM.html » Documentation for afex aov_ez: https://www.rdocumentation.org/packages/afex/versions/0.22-1/topics/aov_car