Statistical Data Analysis for Technical Physics, acad. year 2026-2027
- Credits:
- 5 ECTS credits
- Location:
- -
- Continuous learning category:
- Environmental and natural sciences
- Teaching format:
- Online teaching, Distance teaching, Independent learning
- Price:
- 100 € (VAT 0%)
This course gives you statistical tools for analyzing physical measurement data. During the course you are taught the basic concepts of statistical analysis and the most common explorative analysis methods for measurement data. After the course you are able to apply these methods to your own measurement data, prove statistically that the selected method is valid for the data in use, and report the results in a scientific paper or a thesis.
If you wonder about the "for technical physics" in the name of this course, well, this course is taught by the Department of Technical Physics, but the methods are universal to all good science.
This course covers a recap of the basic concepts of statistical analysis: mean, median, concepts of variance and deviation, distributions, longitudinal and panel data; the most common explorative single- and multivariate data analysis methods, regression, variance- and covariance analysis and the basics of time series analysis and factor analysis; and defining validity of a statistical model and the scientific reporting of results.
You should know the basics of probability calculus (expected value, random variables, etc.) before taking this course.
Modes of study: E-learning course with scheduled lectures, exercises and project work (Jan 11th to May 21st, 2027; see the schedule here). Includes commenting exercises and project works in peer-groups.
Teaching methods: Scheduled online lectures and seminars (10 h), exercises and peer group work (45 h), preparation and peer evaluation of the coursework (40 h), independent studying of the lecture material and literature (40 h).
Study materials: Material given in the Digicampus Moodle-environment.
Those interested in statistical analysis of measurement data, especially in physics-related problems. Those who need to convince themselves and other people that their measurements are valid. Those seeking to expand their technical understanding towards participation in scientific research and publishing.
Our studies cost 20 e/ECTS credit; these prices hold for the academic year 2026-2027.
For more information on study fees and payment and cancellation terms, please see: Registration, study fees and right to study | University of Eastern Finland (uef.fi). Right to study will cover the lessons and exams.
Fees for purchasing/lending literature are not covered by the University.
The course is scheduled from Jan 11th to May 21th, 2027 and has scheduled teaching. More information, the description and timelines of the course can be found from Peppi study guide.
Open university students must adhere to the same schedules and study modes as degree-pursuing students.