Santtu Tikka

Santtu Tikka

Assistant Professor
Unit
Faculty of Mathematics and Science
Department / Division
Department of Mathematics and Statistics
Room number
MaD 323
Email
santtu.tikka@jyu.fi
Mobile
+358503019406
Postal address
Ahlmaninkatu 2
Fields of science
112 Statistics and probability

Biography

I am an Assistant Professor at University of Jyväskylä, Department of Mathematics and Statistics.

My main research interest include causal inference, graphical models, missing data and Bayesian methods.

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
Publication
2024

Getting Started with R for Education Research

Learning Analytics Methods and Tutorials. Springer.
Tikka, Santtu
Kopra, Juho
Heinäniemi, Merja
López-Pernas, Sonsoles
Saqr, Mohammed
Publication
2024

Simulating Counterfactuals

Journal of Artificial Intelligence Research.
Karvanen, Juha
Tikka, Santtu
Vihola, Matti
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.