Statistical Data Analysis and Experiment Design (5 cr)
Code: TE00BT90-3001
General information
- Enrollment
-
01.12.2021 - 24.01.2022
Registration for the implementation has ended.
- Timing
-
01.01.2022 - 31.05.2022
Implementation has ended.
- Number of ECTS credits allocated
- 5 cr
- Local portion
- 0 cr
- Virtual portion
- 5 cr
- Mode of delivery
- Distance learning
- Teaching languages
- Finnish
- English
Evaluation scale
H-5
Content scheduling
- Data file formats and file reading.
- Data cleansing, outliers and missing data
- Sampling and descriptive statistics
- Statistical tests, Z-test, F-test and Student’s t-test
- ANOVA
- Regression analysis
- Nonlinear curve fitting
- Measurement ranges
- Accuracy and error estimates
- One factor experiments
- Multifactor experiments
Objective
- Data file formats and file reading.
- Data cleansing, outliers and missing data
- Sampling and descriptive statistics
- Statistical tests, Z-test, F-test and Student’s t-test
- ANOVA
- Regression analysis
- Nonlinear curve fitting
- Measurement ranges
Materials
To be announced later
Teaching methods
Online studies
Student workload
Self study 120 h
Guided study 15 h