Rstudio to Generate Visualisations and Statistical – Statistics Assignment Help

Assignment Task

Overview
In this assessment you will perform a statistical investigation on a dataset that you compile from GapMinder. In the statistical investigation, you will perform exploratory data analysis, a set of generated hypothesis and statistical interrogation of the hypothesises. Your report will use RStudio to generate visualisations and statistical outcomes, while your written report will communicate the interpretations of the RStudio outputs and your justifications for your statistical analysis.

Learning outcomes
Understand and apply new data science skills, knowledge, and techniques to solve problems in data science using statistical hypothesis testing:

• demonstrate sound knowledge of the basic principles that underpin sample selection,
• experimental design, statistical theories, data visualisation and linear modelling.
• effectively integrate and execute statistical theories and processes in RStudio.
• retrieve, analyse, synthesise, and evaluate outputs produced from RStudio.
• integrate statistical principles, methods, techniques, and tools covered in this course to
• plan and execute a statistical analysis.
• evaluate, synthesise, and communicate findings from statistical investigations in a form suitable for specialist and non-specialist audiences