Santtu Tikka

Santtu Tikka

Assistant Professor
Unit
Faculty of Mathematics and Science
Department / Division
Department of Mathematics and Statistics
Room number
Ag B313.7
Email
santtu.tikka@jyu.fi
Mobile
+358503019406
Postal address
Mattilanniemi 2
Fields of science
112 Statistics and probability

Biography

I study the theory and algorithms of causal inference. My research focuses on the identifiability of causal effects, missing data, causal graphs, and the development of algorithms for challenging inference problems. Causal inference helps determine which factors truly produce observed effects and how interventions change outcomes. This is essential in fields such as medicine, the social sciences, artificial intelligence, and evidence-based decision-making.

You can find me on Google Scholar, Research Gate and GitHub.

Publications

Publication
2025

Frequency Transition Network Analysis (FTNA)

International Conference on Computer-Supported Collaborative Learning. Computer-supported collaborative learning. International Society of the Learning Sciences.
Saqr, Mohammed
Misiejuk, Kamila
Törmänen, Tiina
Kaliisa, Rogers
Tikka, Santtu
López-Pernas, Sonsoles
More publications from this author

Research groups

Research group

Causal models

Causal models research group

Projects

Project

Decision Analytics utilizing Causal Models and Multiobjective Optimization (DEMO)

Decision Analytics utilizing Causal Models and Multiobjective Optimization (DEMO) is a profiling (thematic research) area of the University of Jyväskylä.