@article{adecompositionbasedstatespacemodelformul, title = {A Decomposition-based State Space Model for Multivariate Time-Series Forecasting}, author = {Shunya Nagashima and Shuntaro Suzuki and Shuitsu Koyama and Shinnosuke Hirano}, year = {2026}, eprint = {2602.05389}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.05389}, }