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One-way Analysis of Variance (ANOVA)

One-way Analysis of Variance (ANOVA) is. a common technique used in regression models with a categorical variable. The ANOVA table provides an accounting for sources of variability with an F-test p-value that aids in model construction. Probability playlist:    • STAT 587 - Probability   Inference playlist:    • STAT 587 - Inference   Regression playlist:    • STAT 587 - Regression   STAT 587: https://www.jarad.me/courses/stat587Eng/ STAT 587 Videos: https://www.jarad.me/courses/stat587E... Slides: https://www.jarad.me/courses/stat587E... Amazon affiliate links to props: Tetris light: https://amzn.to/3g8BXde Dragonwood: https://amzn.to/3k96IS7 Jumbo penny: https://amzn.to/3g8BXde Jumbo quarter: ?? DCI Science Quiz Wal Clock: https://amzn.to/3g8BXde Foam dice: https://amzn.to/3g8BXde TIX LED Clock: https://www.geekalerts.com/tix-led-cl... Bicycle Playing Cards: https://amzn.to/2E36Na8 Recording in progress door hang sign: https://amzn.to/3la32Av Chapters: 00:00 Introduction 00:29 One-way ANOVA model and assumptions 01:59 ANOVA model assumptions graphically 02:38 Mice lifetime data plot 03:20 One-way ANOVA F-test 05:38 One-way ANOVA table 09:05 One-way ANOVA table (continued) 11:00 F-distribution 11:35 F-test calculations by hand 12:12 Graphical comparison 12:39 F-test calculations using R