Statistical Data Analysis and Experiment Design (5op)
Opintojakson tunnus: TE00BT90
Opintojakson perustiedot
- Laajuus
- 5 op
- Opetuskieli
- englanti
Osaamistavoitteet
- 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