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Welcome to the website for the ST117 Introduction to Statistics Lab sessions. This site is regularly updated with lab notes for each session. Labs 5 and 8 are for student presentations, so there are no lab notes for these two sessions. It also contains a variety of resources to assist you in learning R and statistical modelling.
Useful Resources
The following cheatsheets can be helpful for quick references:
R Cheatsheet: A comprehensive guide to the basics of R programming.
Data-Wrangling Cheatsheet: A summary of various data-wrangling commands with packages
dplyr
andtidyr
.ggplot2 Cheatsheet:
ggplot2
is a powerful tool for making custom plots in R. This cheatsheet provides a concise guide.tidyverse Cheatsheet:
tdyverse
is a collection of R packages designed for data science. This cheatsheet covers some of the most commonly used packages.R Markdown Cheatsheet: This cheatsheet provides a quick reference to the R Markdown syntax.
Statistical Distributions Cheatsheet: A sheet summarising the properties of some basic discrete and continuous distributions.
Mathematics in R Markdown: This pages summarises common LaTex syntax for R markdown.
Lab workbooks
Here are the links to the R Markdown workbooks:
Lab 3 Workbook · Lab 4 Workbook · Lab 6 Workbook · Lab 7 Workbook · Lab 9 Workbook
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