| Identifying causal effects with the R package causaleffect S Tikka, J Karvanen arXiv preprint arXiv:1806.07161, 2018 | 83 | 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 | 55 | 2019 |
| Identifying causal effects via context-specific independence relations S Tikka, A Hyttinen, J Karvanen Advances in neural information processing systems 32, 2019 | 35 | 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 | 28 | 2019 |
| 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, 2021 | 15 | 2021 |
| Simplifying probabilistic expressions in causal inference S Tikka, J Karvanen Journal of Machine Learning Research 18 (36), 1-30, 2017 | 14 | 2017 |
| Enhancing identification of causal effects by pruning S Tikka, J Karvanen Journal of Machine Learning Research 18 (194), 1-23, 2018 | 11 | 2018 |
| 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 | 8 | 2021 |
| Clustering and structural robustness in causal diagrams S Tikka, J Helske, J Karvanen Journal of Machine Learning Research 24 (195), 1-32, 2023 | 5 | 2023 |
| 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 |
| Surrogate outcomes and transportability S Tikka, J Karvanen International Journal of Approximate Reasoning 108, 21-37, 2019 | 4 | 2019 |
| Improving identification algorithms in causal inference S Tikka Report/University of Jyväskylä, Department of Mathematics and Statistics, 2018 | 4 | 2018 |
| Transgenerational sublethal pyrethroid exposure gives rise to insecticide resistance in a pest insect A Margus, S Tikka, J Karvanen, L Lindström Science of The Total Environment 908, 168114, 2024 | 3 | 2024 |
| 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 | 2 | 2023 |
| Identifying counterfactual queries with the R package cfid S Tikka arXiv preprint arXiv:2210.14745, 2022 | 2 | 2022 |
| dynamite: An R Package for Dynamic Multivariate Panel Models S Tikka, J Helske arXiv preprint arXiv:2302.01607, 2023 | 1 | 2023 |
| Estimating Causal Effects from Panel Data with Dynamic Multivariate Panel Models J Helske, S Tikka SocArXiv, 2022 | 1 | 2022 |
| Sima–an Open-source Simulation Framework for Realistic Large-scale Individual-level Data Generation S Tikka, J Hakanen, M Saarela, J Karvanen International Journal of Microsimulation 14 (3), 2021 | 1 | 2021 |
| Full Law Identification under Missing Data in the Categorical Colluder Model S Tikka, J Karvanen arXiv preprint arXiv:2402.05633, 2024 | | 2024 |
