To cite package ‘OnlineSurr’ in publications use: Santos Jr. SV, Parast L (2026). "A Causal Framework for Evaluating Jointly Longitudinal Outcomes and Surrogate Markers: A State-Space Approach." 2604.12882. A BibTeX entry for LaTeX users is @Misc{, title = {A Causal Framework for Evaluating Jointly Longitudinal Outcomes and Surrogate Markers: A State-Space Approach}, author = {Silvaneo V. dos {Santos Jr.} and Layla Parast}, eprint = {2604.12882}, archiveprefix = {arXiv}, primaryclass = {stat.ME}, rl = {https://arxiv.org/abs/2604.12882}, year = {2026}, }