Course Outline
The list below gives an idea of the topics that will be covered in the workshop.
The number of topics that will be covered depends on the duration of the workshop (i.e. one, two or three days). In a one or two day workshop it may not be possible to cover all topics, and so the workshop will be tailored to suit the specific needs of the learners.
- A first R session
- Syntax for analysing one-dimensional data arrays
- Syntax for analysing two-dimensional data arrays
- Reading and writing data files
- Sub-setting data, sorting, ranking and ordering data
- Merging arrays
- Set membership
- The main statistical functions in R
- The Normal Distribution (correlation, probabilities, tests for normality and confidence intervals)
- Ordinary Least Squares Regression
- T-tests, Analysis of Variance and Multivariable Analysis of Variance
- Chi-square tests for categorical variables
- Writing functions in R
- Writing software (scripts) in R
- Control structures (e.g. Loops)
- Graphical methods (including scatterplots, bar charts, pie charts, histograms, box plots and dot charts)
- Graphical User Interfaces for R
Requirements
Basic Statistics
Testimonials (7)
We were using road accident data for practicals
Maphahamiso Ralienyane - Road Safety Department
Course - Statistical Analysis using SPSS
Mr Andrew easily understood and responded so well to participants' answers.
Junaidah Ahmad - GAS MALAYSIA DISTRIBUTION SDN BHD
Course - Market Forecasting
Well thought out and high grade planning materials.
Andrew - Office of Projects Victoria - Department of Treasury & Finance
Course - Forecasting with R
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
I learned new things so that is a good point
Daria - LKQ Polska Sp. z o. o.
Course - Analysing Financial Data in Excel
I genuinely was benefit from the flexibility of the trainer.
Irina Ostapenko
Course - Statistics Level 2
I liked the excercises and how great it was to follow