| Identifying causal effects with the R package causaleffect S Tikka, J Karvanen arXiv preprint arXiv:1806.07161, 2018 | 65 | 2018 |
| Sublethal pyrethroid insecticide exposure carries positive fitness effects over generations in a pest insect A Margus, S Piiroinen, P Lehmann, S Tikka, J Karvanen, L Lindström Scientific reports 9 (1), 11320, 2019 | 49 | 2019 |
| Identifying causal effects via context-specific independence relations S Tikka, A Hyttinen, J Karvanen Advances in neural information processing systems 32, 2019 | 23 | 2019 |
| Causal effect identification from multiple incomplete data sources: A general search-based approach S Tikka, A Hyttinen, J Karvanen arXiv preprint arXiv:1902.01073, 2019 | 20 | 2019 |
| Simplifying probabilistic expressions in causal inference S Tikka, J Karvanen The Journal of Machine Learning Research 18 (1), 1203-1232, 2017 | 14 | 2017 |
| Do-search: a tool for causal inference and study design with multiple data sources J Karvanen, S Tikka, A Hyttinen Epidemiology 32 (1), 111-119, 2020 | 10 | 2020 |
| Enhancing Identification of Causal Effects by Pruning. S Tikka, J Karvanen J. Mach. Learn. Res. 18, 194:1-194:23, 2017 | 9 | 2017 |
| Estimation of causal effects with small data in the presence of trapdoor variables J Helske, S Tikka, J Karvanen Journal of the Royal Statistical Society Series A: Statistics in Society 184 …, 2021 | 7 | 2021 |
| The gallium anomaly reassessed using a Bayesian approach J Kostensalo, S Tikka, J Suhonen arXiv preprint arXiv:2001.10064, 2020 | 5 | 2020 |
| Body weight and premature retirement: population-based evidence from Finland J Viinikainen, S Tikka, M Laaksonen, T Jääskeläinen, P Böckerman, ... European Journal of Public Health 31 (4), 731-736, 2021 | 4 | 2021 |
| Improving identification algorithms in causal inference S Tikka Report/University of Jyväskylä, Department of Mathematics and Statistics, 2018 | 4 | 2018 |
| Surrogate outcomes and transportability S Tikka, J Karvanen International Journal of Approximate Reasoning 108, 21-37, 2019 | 3 | 2019 |
| Clustering and Structural Robustness in Causal Diagrams S Tikka, J Helske, J Karvanen arXiv preprint arXiv:2111.04513, 2021 | 2 | 2021 |
| Estimating Causal Effects from Panel Data with Dynamic Multivariate Panel Models J Helske, S Tikka SocArXiv. December 15, 2022 | 1 | 2022 |
| The effects of short-term glyphosate-based herbicide exposure on insect gene expression profiles MJ Rainio, A Margus, S Tikka, M Helander, L Lindström Journal of Insect Physiology 146, 104503, 2023 | | 2023 |
| Price Optimization Combining Conjoint Data and Purchase History: A Causal Modeling Approach L Valkonen, S Tikka, J Helske, J Karvanen arXiv preprint arXiv:2303.16660, 2023 | | 2023 |
| dynamite: An R Package for Dynamic Multivariate Panel Models S Tikka, J Helske arXiv preprint arXiv:2302.01607, 2023 | | 2023 |
| Package ‘cfid’ S Tikka | | 2022 |
| Identifying Counterfactual Queries with the R Package cfid S Tikka arXiv preprint arXiv:2210.14745, 2022 | | 2022 |
| Package ‘dosearch’ S Tikka, A Hyttinen, J Karvanen | | 2022 |
