Statistics, basicsLaajuus (2 cr)
Code: TE00BY65
Credits
2 op
Objective
The aim of this course is to give you practical knowledge on how to use MATLAB for statistical data analysis of measured data. The aim is not to give a deep mathematical understanding of statistical data analysis. The course is integrated into the MATLAB Grader environment. MATLAB and MATLAB Grader requires a MATLAB license.
The goal is to learn how to use MATLAB
--to open and read data files.
- to draw graphs.
- calculate descriptive statistical figures.
- for curve fitting.
- to perform statistical tests for mean and variance.
Content
- Data file formats and file reading.
- Data cleansing, outliers and missing data
- Graphical representation of data.
- Curve fitting and linear regression
- Sampling and descriptive statistics
- Statistical tests, Z-test, F-test and Student’s t-test
Qualifications
Basic mathematical skills are required. It is recommendable that you familiarize yourself with the MATLAB environment in advance. One option is MATLAB Onramp provided by Mathworks https://se.mathworks.com/learn/tutorials/matlab-onramp.html