Lecturer: | Dr. Constantin Weiser |
Lecture ID: | 3250 |
Contact Time: | 2 SWS Lecture + 2 SWS Tutorial |
Credits: | 6 ECTS for Master Students |
Time/Place: |
-- (lecture) -- (tutorial) |
Start: | -- |
Language: | English |
Will no longer be offered until further notice!
Content:
This module covers the empirical process based on experimental or survey data.
(1) Introduction
- empirical approach to science
- hypotheses building
(2) Study design
- experimental design
- survey design
- sampling methods
(4) data management
- wrangling
- imputation
(5) analysis approaches
- group comparison (t-test, multiple testing problem)
- linear/non-linear regression (logistic-regression)
- factor analysis / principal component
- cluster analysis / multidimensional scaling
- structural equation models
This module addresses students’ ability to apply empirical methods, which are common in fields as market research, human resource management, strategic planning but also business- and economic sciences. The module is designed for users.
Assessment:
Homework (prepared in groups)
Material:
Course materials will be downloadable from the e-learning platform ILIAS.