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Data Analysis with R - Coggle Diagram
Data Analysis with R
Module 4 · Statistical models
Group presentations
Categorical data: chi-square tests
Correlation and linear regression
Comparing groups: analysis of variance
Generalised linear models: logistic regression
Module 1 · Working with R and data
Data management I
Data management II
Data structures and creating data sets
Getting started with R
Module 2 · Probability and inference
Probability and simulation
Parameter estimation and confidence intervals
Hypothesis testing
Module 3 · Describing and visualising data
Graphs for categorical and numerical data
Descriptive statistics
Module 5 · Bringing it together
Review and next steps
Examination