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6 changes: 6 additions & 0 deletions README.md
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Expand Up @@ -6,13 +6,19 @@ This project performs an analysis of variance (ANOVA) experiment evaluating whet
## The analysis focuses on:

-- Checking model assumptions like normality and constant variance
<img width="961" alt="Screenshot 2023-12-10 at 4 43 05 PM" src="https://github.com/omotuno/mario_kart_experimental_design/assets/65866718/a6049bbe-0033-4b56-b637-b1aafa2b1bb3">
<img width="923" alt="Screenshot 2023-12-10 at 4 43 18 PM" src="https://github.com/omotuno/mario_kart_experimental_design/assets/65866718/02ca363a-7ac9-407d-aad5-6ea1695a4f26">
<img width="785" alt="Screenshot 2023-12-10 at 4 43 37 PM" src="https://github.com/omotuno/mario_kart_experimental_design/assets/65866718/4b26bf78-3dec-4ad2-b4ff-c0872430819f">

-- Interpreting the ANOVA table and significance of effects

-- Exploring possible interactions between factors
<img width="921" alt="Screenshot 2023-12-10 at 4 43 55 PM" src="https://github.com/omotuno/mario_kart_experimental_design/assets/65866718/f630dc80-9298-4929-ad50-2ee372a0eb8c">

-- Identifying potential sources of error
<img width="928" alt="Screenshot 2023-12-10 at 4 44 11 PM" src="https://github.com/omotuno/mario_kart_experimental_design/assets/65866718/88d18b6d-64ee-4b04-ac19-b4841be0986f">

<img width="933" alt="Screenshot 2023-12-10 at 4 44 22 PM" src="https://github.com/omotuno/mario_kart_experimental_design/assets/65866718/49436afa-1cd4-49a6-a14a-e177b1906da6">

The full statistical analysis and R code for plots and models is contained in the experimental_design.html file.

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