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goldsmithe / BSc-Independent-Project

Includes the R code I developed for my final-year dissertation titled, "Applying GIS to evaluate the impacts of urbanisation on urban bird biodiversity in Norfolk, United Kingdom", during my undergraduate degree.
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Linear models #1

Open lime-n opened 2 years ago

lime-n commented 2 years ago

Hi Emily,

I have noticed in your script that you would assign a linear model to a new variable each time. I have developed a function that will take all combinations of your linear model, therefore you only have to select those that you need from the list output. It can also make predictions on the data and take confidence intervals. There's a bonus function that can create ellipse plots for hypothesis testing.

I am working on a function that teaches linear model diagnostic with a menu-input feature. This is currently under development and so it's not available yet, however if you would like to test it then please get in touch!

https://github.com/lime-n/Statistics-with-R

lime-n commented 2 years ago

I have completed the linear model diagnostic, it is named perDiag, you can test it out. There are few things I have to tweak when I have the time but the basic pathways should spell no problem. Feel free to throw issues on my repository If I need any improvements.