Courses

For course syllabus click on the course name.

Spring Session 25 April - 10 May 2022

Instructor Course Start End Level ECTS
Francesco Audrino
Computational Statistics 25 Apr 2022 10 May 2022 A 4

Workshop Lectures 02 - 04 June 2022

Instructor Course Start End Level ECTS
Christian Hildebrand
Workshop Lectures on Statistics with R 2 Jun 2022 4 Jun 2022 W 0
Timothy McDaniel
Workshop Lectures on Applied Maths & Matrix Algebra 2 Jun 2022 4 Jun 2022 W 0
Timothy McDaniel
Workshop Lectures on Regression 2 Jun 2022 4 Jun 2022 W 0

1st Session 06 - 10 June 2022

Instructor Course Start End Level ECTS
Timothy McDaniel
Regression I - Introduction 6 Jun 2022 10 Jun 2022 B 4
Kunpeng Zhang
Analyzing Unstructured Data 6 Jun 2022 10 Jun 2022 M 4
Ryan Bakker
Bayesian Data Analysis 6 Jun 2022 10 Jun 2022 M 4
Andrew Bennett
Case Study Methods 6 Jun 2022 10 Jun 2022 B 4
Brett Lantz
Machine Learning with R - Introduction 6 Jun 2022 10 Jun 2022 B 4
Christopher Zorn
Analyzing Panel Data 6 Jun 2022 10 Jun 2022 A 4
Reto Hofstetter
Data Scraping and Management for Social Scientists with R 6 Jun 2022 10 Jun 2022 B 4
Adam Enders
Analyzing Survey Research Data 6 Jun 2022 10 Jun 2022 M 4
Gerald Häubl
Experimental Methods for Behavioral Science 6 Jun 2022 10 Jun 2022 B 4

2nd Session 13 - 17 June 2022

Instructor Course Start End Level ECTS
Petyo Bonev
Theoretical Aspects of Machine Learning 13 Jun 2022 17 Jun 2022 A 4
Paul Mihas
Qualitative Research Methods & Data Analysis 13 Jun 2022 17 Jun 2022 B 4
Michael Heaney
Network Analysis - Statistical Analysis of Social Network Data 13 Jun 2022 17 Jun 2022 M 4
Timothy McDaniel
Regression Analysis II - Linear Models 13 Jun 2022 17 Jun 2022 M 4
Brett Lantz
Machine Learning with R - Advanced 13 Jun 2022 17 Jun 2022 M 4
Shawna Smith
Foundations of Machine Learning and Regression Methods for Categorical Outcomes 13 Jun 2022 17 Jun 2022 A 4
Christopher Zorn
Regression for Publishing 13 Jun 2022 17 Jun 2022 A 4
Amanda Montoya
Mediation, Moderation, and Conditional Process Analysis I 13 Jun 2022 17 Jun 2022 M 4
Edward Kwartler
Text Mining 13 Jun 2022 17 Jun 2022 M 4
Roland Füss
Zeno Adams
Regression Analysis for Spatial Data 13 Jun 2022 17 Jun 2022 A 4

3rd Session 20 - 24 June 2022

Instructor Course Start End Level ECTS
Christian Hansen
Martin Spindler
Econometrics of Big Data 20 Jun 2022 24 Jun 2022 A 4
Anthony J. Onwuegbuzie
Mixed Methods Research 20 Jun 2022 24 Jun 2022 M 4
Andreas Herrmann
Douglas Baer
Introduction to Structural Equation Models 20 Jun 2022 24 Jun 2022 M 4
Peer Fiss
Qualitative Comparative Analysis 20 Jun 2022 24 Jun 2022 M 4
John Poe
Basic and Advanced Multilevel Modeling with R and Stan 20 Jun 2022 24 Jun 2022 M 4
Damian Borth
Korbinian Riedhammer
Deep Learning: Fundamentals and Applications 20 Jun 2022 24 Jun 2022 M 4
Michael Schulte-Mecklenbeck
Dirk Wulff
Visualizing and Communicating Data with R 20 Jun 2022 24 Jun 2022 B 4

Fall Session 17 - 28 October 2022

Instructor Course Start End Level ECTS
Michael Lechner
Causal Machine Learning 17 Oct 2022 28 Oct 2022 A 4

 

B = Basic | M = Intermediate | A = Advanced

Online courses start at CHF 800.
Deadline for application is 30 April 2022.
See pricing for more details.

IMPORTANT Information for PhD students from University of St. Gallen only:
Please read further information in the PDF document

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