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 (5)
the trainer had patience, and was eager to make sure we all understood the topics, the classes were fun to attend
Mamonyane Taoana - Road Safety Department
Course - Statistical Analysis using SPSS
1.The presentation style of Mr. Andrew, engaging with the style of audience.
MUHAMMAD ZAID SALMAN - GAS MALAYSIA DISTRIBUTION SDN BHD
Course - Market Forecasting
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
A lot of knowledge - theoretical and practical.
Anna Alechno
Course - Forecasting with R
I mostly liked the trainer giving real live Examples.