Research Designs in Political and Policy Studies
A.Y. 2018/2019
Learning objectives
The very first notion almost everyone learns in their introductory statistics classes is that 'correlation does not imply causation'. Usually, students are presented with several examples of spurious correlations to stress that just because two variables move in tandem, this does not necessarily signal a causal relationship between them. In the everyday practice of statistics teaching, the message this sentence carries has been taken a little too far: it is repeated like a mantra, to criticize every observational study as being unable to detect causation behind statistical association.
The course provides a gentle introduction to statistical analysis in the field of political science. Students who will attend classes, will by the end of the module be able to:
- understand under which assumptions correlation unveils causation in observational studies;
- develop a sound research design and perform multivariate analyses on STATA;
- grasp the improvements introduced by weighting and matching procedures;
- master debates on the necessary conditions for their own inferences on observational data to justify a causal interpretation.
The course provides a gentle introduction to statistical analysis in the field of political science. Students who will attend classes, will by the end of the module be able to:
- understand under which assumptions correlation unveils causation in observational studies;
- develop a sound research design and perform multivariate analyses on STATA;
- grasp the improvements introduced by weighting and matching procedures;
- master debates on the necessary conditions for their own inferences on observational data to justify a causal interpretation.
Expected learning outcomes
Undefined
Lesson period: Third trimester
Assessment methods: Esame
Assessment result: voto verbalizzato in trentesimi
Single course
This course cannot be attended as a single course. Please check our list of single courses to find the ones available for enrolment.
Course syllabus and organization
Single session
Lesson period
Third trimester
SPS/04 - POLITICAL SCIENCE - University credits: 3
Lessons: 20 hours
Professor:
Negri Fedra