Santtu Tikka

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

Biography

I am a senior lecturer at Ä¢¹½Ö±²¥, 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  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 ,  and .

Publications

Publication
2025

International Conference on Learning Analytics and Knowledge
Saqr, Mohammed
López-Pernas, Sonsoles
Törmänen, Tiina
Kaliisa, Rogers
Misiejuk, Kamila
Tikka, Santtu
Publication
2024

Learning Analytics Methods and Tutorials : A Practical Guide Using R
Kopra, Juho
Tikka, Santtu
Heinäniemi, Merja
López-Pernas, Sonsoles
Saqr, Mohammed
Publication
2024

Advances in Life Course Research
Helske, Jouni
Tikka, Santtu
Publication
2024

Learning Analytics Methods and Tutorials : A Practical Guide Using R
Tikka, Santtu
Kopra, Juho
Heinäniemi, Merja
López-Pernas, Sonsoles
Saqr, Mohammed
Publication
2024

Learning Analytics Methods and Tutorials : A Practical Guide Using R
Tikka, Santtu
Kopra, Juho
Heinäniemi, Merja
López-Pernas, Sonsoles
Saqr, Mohammed
Publication
2024

Observational Studies
Valkonen, Lauri
Tikka, Santtu
Helske, Jouni
Karvanen, Juha
Publication
2024

Journal of Artificial Intelligence Research
Karvanen, Juha
Tikka, Santtu
Vihola, Matti
Publication
2024

Science of the Total Environment
Margus, Aigi
Tikka, Santtu
Karvanen, Juha
Lindström, Leena
Publication
2024

Learning Analytics Methods and Tutorials : A Practical Guide Using R
López-Pernas, Sonsoles
Misiejuk, Kamila
Tikka, Santtu
Kopra, Juho
Heinäniemi, Merja
Saqr, Mohammed
Publication
2023

Journal of Machine Learning Research
Tikka, Santtu
Helske, Jouni
Karvanen, Juha

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 Ä¢¹½Ö±²¥.