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Introduction to R and RStudio Course Workbooks

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Description

Dated: October 2024

This collection contains each of the individual modules of our Introduction to R and RStudio courseThis course is for anyone to use, though it is designed to be particularly useful to beginners as we start with the fundamentals. If you do have more R experience you are free to skip to sections you are less comfortable with. No prior knowledge of R is assumed in order to start this course from the beginning. Though the examples are focused on agricultural research, the skills taught are relevant for everyone.This self taught course contains an array of modules covering many topics within R and RStudio.Topics included in this course cover:Data visualisation with ggplot2Data manipulation with dplyrStatistical analysis including hypothesis testing, linear and logistic regression modellingData management including data shapes, data cleaning and relational data.Working with RStudioThis course is delivered through a series of interactive workbooks containing code boxes, allowing you to practice writing code as you go. Exercises are included to provide an extra test. We have recorded videos to help guide you through the material.

Resources in this collection

Curricula / Training Course

Introduction to R and RStudio Course - Data Visualisation with ggplot2

Below you can find links to all 4 workbooks associated with the data visualisation with ggplot2 module from th...

Alex Thomson
CCRP
Charts
Data Analysis
Data Visualisation
data visualisation
GGplot2
Nicolas Greliche
R & Rstudio
R Packages
Researchers
rstudio
Sam Dumble
Students

Curricula / Training Course

Introduction to R and RStudio Course - Data Manipulation

This link provides direct access to the Data Manipulation module from the Stats4SD Introduction to R and RStud...

Alex Thomson
CCRP
Data Analysis
data cleaning
Data Collection
Data Management
data manipulation
Data Quality
Nicolas Greliche
R & Rstudio
Researchers
rstudio
Sam Dumble
Students
tidyverse

Curricula / Training Course

Introduction to R and RStudio Course - Statistical Analysis

This link provides direct access to the Statistical Analysis module from the Stats4SD Introduction to R and...

Alex Thomson
CCRP
chi square
Data Analysis
Data Analysis
Generalised Linear Models
hypothesis testing
Inferential Statistics
linear modelling
logistic modelling
Nicolas Greliche
R & Rstudio
regression
Researchers
rstudio
Sam Dumble
Statistics
Students
ttest

Curricula / Training Course

Introduction to R and RStudio Course - Working with RStudio

This link provides direct access to the Working with RStudio module from the Stats4SD Introduction to R and RS...

Alex Thomson
CCRP
Data Analysis
markdown
Nicolas Greliche
r
R & Rstudio
Researchers
rstudio
Sam Dumble
Students

Curricula / Training Course

Introduction to R and RStudio Course - Data Management

This link provides direct access to the Data Management module from the Stats4SD Introduction to R and RStudio...

Alex Thomson
CCRP
Data Analysis
data cleaning
Data Collection
Data Management
data management
data manipulation
Data Quality
data shapes
Data Structures
merging data
R & Rstudio
relational data
Researchers
rstudio
Sam Dumble
Students