| Mixture Hidden Markov Models for Sequence Data: The seqHMM Package in R S Helske, J Helske Journal of Statistical Software 88 (3), 1-32, 2019 | 145 | 2019 |
| Sequence analysis: Its past, present, and future TF Liao, D Bolano, C Brzinsky-Fay, B Cornwell, AE Fasang, S Helske, ... Social science research 107, 102772, 2022 | 87 | 2022 |
| The longitudinal association between engagement and achievement varies by time, students’ profiles, and achievement state: A full program study M Saqr, S López-Pernas, S Helske, S Hrastinski Computers & Education 199, 104787, 2023 | 48 | 2023 |
| Combining Sequence Analysis and Hidden Markov Models in the Analysis of Complex Life Sequence Data S Helske, J Helske, M Eerola Sequence Analysis and Related Approaches. Life Course Research and Social …, 2018 | 42 | 2018 |
| Can visualization alleviate dichotomous thinking? Effects of visual representations on the cliff effect J Helske, S Helske, M Cooper, A Ynnerman, L Besancon IEEE Transactions on Visualization & Computer Graphics, 1-1, 2021 | 35 | 2021 |
| Statistical analysis of life history calendar data M Eerola, S Helske Statistical methods in medical research 25 (2), 571-597, 2016 | 35 | 2016 |
| Educational reproduction in Europe: A descriptive account R Breen, J Ermisch, S Helske Demographic Research 41, 1373-1400, 2019 | 22 | 2019 |
| Partnership formation and dissolution over the life course: applying sequence analysis and event history analysis in the study of recurrent events S Helske, F Steele, K Kokko, E Räikkönen, M Eerola Longitudinal and Life Course Studies 6 (1), 1-25, 2015 | 18 | 2015 |
| Samassa myrskyssä mutta eri veneissä: COVID-19 ja eriarvoisuus S Helske, H Ylöstalo, H Koskinen COVID-19 ja eriarvoisuus. Yhteiskuntapolitiikka 86 (5-6), 585-596, 2021 | 14 | 2021 |
| Analysing Complex Life Sequence Data with Hidden Markov Modelling S Helske, J Helske, M Eerola LaCOSA II: Proceedings of the International Conference on Sequence Analysis …, 2016 | 13 | 2016 |
| From sequences to variables – Rethinking the relationship between sequences and outcomes S Helske, J Helske, G Chihaya Sociological Methodology, 2023 | 12 | 2023 |
| Sequence analysis in education: principles, technique, and tutorial with r M Saqr, S López-Pernas, S Helske, M Durand, K Murphy, M Studer, ... Learning analytics methods and tutorials: a practical guide using R, 321-354, 2024 | 11 | 2024 |
| A modern approach to transition analysis and process mining with Markov models: A tutorial with R J Helske, S Helske, M Saqr, S López-Pernas, K Murphy arXiv preprint arXiv:2309.08558, 2023 | 8 | 2023 |
| Predicting the stability of early employment with its timing and childhood social and health-related predictors: a mixture Markov model approach S Helske, M Keski-Säntti, J Kivelä, A Juutinen, A Kääriälä, M Gissler, ... Longitudinal and Life Course Studies 14 (1), 73-104, 2023 | 8 | 2023 |
| seqHMM: Mixture hidden Markov models for social sequence data and other multivariate, multichannel categorical time series (1.2. 0)[Computer software] J Helske, S Helske | 6 | 2021 |
| Multi-Channel Sequence Analysis in Educational Research: An Introduction and Tutorial with R S López-Pernas, M Saqr, S Helske, K Murphy Learning Analytics Methods and Tutorials: A Practical Guide Using R, 429-465, 2024 | 5 | 2024 |
| A modern approach to transition analysis and process mining with Markov models in education J Helske, S Helske, M Saqr, S López-Pernas, K Murphy Learning Analytics Methods and Tutorials: A Practical Guide Using R, 381-427, 2024 | 3 | 2024 |
| Statistical analysis of life sequence data S Helske Report/University of Jyväskylä. Department of Mathematics and Statistics, 2016 | 3 | 2016 |
| Citizens’ candidates? Labour market experiences and radical right-wing candidates in the 2014 Swedish municipal elections S Helske, J Kawalerowicz Acta Politica 59 (3), 694-717, 2024 | 2 | 2024 |
| Meso-level contextual patterns of fathers' family leave uptake in Finland SN Chapman, S Kotimäki, S Helske SocArXiv, 2022 | 1 | 2022 |
Jouni HelskeAcademy Research Fellow, University of Turku, FinlandAdresse e-mail validée de utu.fi
