Santtu Tikka

Apulaisprofessori (Assistant Professor)
Yksikkö
Matemaattis-luonnontieteellinen tiedekunta
Laitos / Vastuualue
Matematiikan ja tilastotieteen laitos
Huonenumero
MaD 323
Sähköposti
santtu.tikka@jyu.fi
Matkapuhelin
+358503019406
Postiosoite
Ahlmaninkatu 2
Tieteenalat
112 Tilastotiede

Esittely

I am a senior lecturer at University of Jyväskylä, Department of Mathematics and Statistics. My current work is focused on causal models and study design. I am currently working as a part of the PREDLIFE project.

Previously I was a member of the Decision analytics utilizing causal models and multiobjective optimization (DEMO) project.

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.

Julkaisut

Julkaisu
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
Julkaisu
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
Julkaisu
2024

Simulating Counterfactuals

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

Hanke

Decision Analytics utilizing Causal Models and Multiobjective Optimization (DEMO)

Decision Analytics utilizing Causal Models and Multiobjective Optimization (DEMO) on Jyväskylän yliopiston profilointialue.