How to Perform a One-Way ANOVA in R

How to Perform a One-Way ANOVA in R

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How to Perform a One-Way ANOVA in R
This video will walk through you all the steps you need to take to run a one-way ANOVA (Analysis of Variance) in R, without violating any assumptions of the ANOVA. We'll also perform EDA, test for normality, equal variances, and interpret the results. You can download the code here: https://github.com/scilytics1/Youtube_tutorials/tree/main/0001_ANOVA-Plant-Growth Tukey-Test Tutorial in R: https://youtu.be/nMNr3GCP7yY Timestamps: 00:00 How to Perform a One-Way ANOVA in R 00:43 The Plant Growth dataset 02:00 Normality check with Shapiro test 02:54 Start R Tutorial 03:17 Test for equal variances with Barlett test 03:43 Run ANOVA with aov command 05:00 Model Coefficients with lm command 06:32 Summary statistics 07:40 Conclusion/Interpretation #onewayanova #anova #rprogramming #statistics #datascience #rtutorial