Statistical Methods in MATLAB

This two-day course provides hands-on experience for performing statistical data analysis with MATLAB^® and Statistics and Machine Learning Toolbox^™. Examples and exercises demonstrate the use of appropriate MATLAB and Statistics and Machine Learning Toolbox functionality throughout the analysis process; from importing and organising data, to exploratory analysis, to confirmatory analysis and simulation.

Topics include:

• Managing data
• Calculating summary statistics
• Visualising data
• Fitting distributions
• Performing tests of significance
• Performing analysis of variance
• Fitting regression models
• Reducing data sets
• Generating random numbers and performing simulations

Prerequisites: MATLAB Fundamentals or MATLAB for Financial Applications

Download the course outline

“I work with models more specifically regression models and the tools or skills I have learnt will enable me to better judge them” –  Xolani Nkosi, Senior Manager at African Bank.