Python for social and experimental psychology

Dozent/in:

Alexander Pastukhov

Angaben:

Seminar, ECTS: 3

Inhalt:

An introductory hands-on course that teaches how to use Python to create offline or online experimental programs. No prior knowledge is required, as we will start with introduction to programming in Python by writing games (because psychological experiments are merely boring games). We will progress from basic text based interaction to using graphics and sound and creating online studies using OTree system.

Statistics made easy with SPSS [Statistics with SPSS]

Dozent/in:

Alexander Pastukhov

Angaben:

Seminar, 2 SWS, ECTS: 3

Voraussetzungen / Organisatorisches:

No programming background necessary, basic knowledge on statistical analysis is advantages but not strictly necessary.

Inhalt:

An introductory hands-on course that shows how to use SPSS to analyze a typical psychophysical and social psychology research data. The course will walk you through all the analysis stages from importing a raw data through data transformations to the statistical analysis and generating figures.
You will learn how to perform various statistical tests including traditional ones, but also including bootstrapping and permutation, and using Bayesian statistics. Th data wrangling will be performed both using a graphical user interface and using automatically scripts. The latter allow for fast and reproducible reports.
The best way to attend the course is with your own dataset (but this is not a requirement). Bring it to the course and see how SPSS will allow you to understand it deeper. I am happy to help you all along with such statistical, methodological and graphical problems.

*UPDATE* Dear participants, the course will be conducted over the Microsoft Teams. Please install the software and use your university email for sign in. I will add you to the "team". If you were not added to the team, please send me an email!

Empfohlene Literatur:

https://onlinelibrary.wiley.com/doi/book/10.1002/9781119121077

Schlagwörter:

SPSS, statistical analysis, data science, statistics, data analysis, analysis