A1 Journal article (refereed)
Estimating Causal Effects from Panel Data with Dynamic Multivariate Panel Models (2024)
Helske, J., & Tikka, S. (2024). Estimating Causal Effects from Panel Data with Dynamic Multivariate Panel Models. Advances in Life Course Research, 60, Article 100617. https://doi.org/10.1016/j.alcr.2024.100617
JYU authors or editors
Publication details
All authors or editors: Helske, Jouni; Tikka, Santtu
Journal or series: Advances in Life Course Research
ISSN: 1569-4909
eISSN: 1040-2608
Publication year: 2024
Publication date: 10/05/2024
Volume: 60
Article number: 100617
Publisher: Elsevier
Publication country: Netherlands
Publication language: English
DOI: https://doi.org/10.1016/j.alcr.2024.100617
Publication open access: Openly available
Publication channel open access: Partially open access channel
Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/95202
Publication is parallel published: https://doi.org/10.31235/osf.io/mdwu5
Abstract
Keywords: Bayesian analysis; causality; Markov chains; panel survey; intervention
Free keywords: Bayesian methods; causal inference; Markov models; intervention; panel data; prediction
Contributing organizations
Related projects
- Towards well-informed decisions: Predicting long-term effects of policy reforms on life trajectories
- Helske, Jouni
- Research Council of Finland
Ministry reporting: Yes
Reporting Year: 2024
Preliminary JUFO rating: 2