Supplementary Materials for Junker et al. (2025): Joint Effects in Psychology
This is the companion website for the manuscript:
Junker, L., Schoedel, R., & Pargent, F. (2025). Towards a Clearer Understanding of Causal Estimands: The Importance of Joint Effects in Longitudinal Designs with Time-Varying Treatments. https://doi.org/10.31234/osf.io/zmh5a
You can find the preprint on PsyArXiv here. You can find all code and materials here.
The website contains the supplementary materials:
- Supplement 1: Estimate expected potential outcomes in a hypothetical RCT
- Supplement 2: Estimate different causal effects in a hypothetical RCT
Note: Supplement 1 computes Table 1 from the manuscript, while Supplement 2 extends our simulated example to various total, joint, and direct effects.
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Citation
BibTeX citation:
@article{junker2025,
author = {Junker, Lukas and Schoedel, Ramona and Pargent, Florian},
title = {Towards a {Clearer} {Understanding} of {Causal} {Estimands:}
{The} {Importance} of {Joint} {Effects} in {Longitudinal} {Designs}
with {Time-Varying} {Treatments.}},
journal = {PsyArXiv},
date = {2025},
url = {https://FlorianPargent.github.io/joint_effects_ampps/},
doi = {10.31234/osf.io/zmh5a},
langid = {en}
}
For attribution, please cite this work as:
Junker, L., Schoedel, R., & Pargent, F. (2025). Towards a Clearer
Understanding of Causal Estimands: The Importance of Joint Effects in
Longitudinal Designs with Time-Varying Treatments. PsyArXiv. https://doi.org/10.31234/osf.io/zmh5a