Statistical Data Analysis and Experiment Design (5cr)
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
Unfortunately, no reservations were found for the realization Statistical Data Analysis and Experiment Design TE00BT90-3001. It's possible that the reservations have not yet been published or that the realization is intended to be completed independently.
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
Evaluation methods and criteria
Assignments
Failed (0)
< 50 % of the scores
Assessment criteria, satisfactory (1-2)
50 - 75 % of the scores
Assessment criteria, good (3-4)
75 - 90 % of the scores
Assessment criteria, excellent (5)
> 90 % of the scores