Towards Early Warning Systems for Shigellosis in Africa: Multi-Horizon Forecasting of Incidence in Rural Western Kenya Using Statistical State-Space and Machine Learning Models
- DOI
- 10.64898/2026.10.19.26365895
- Published
- 2026-10-21
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- openRxiv
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.64898/2026.10.19.26365895,
title = {Towards Early Warning Systems for Shigellosis in Africa: Multi-Horizon Forecasting of Incidence in Rural Western Kenya Using Statistical State-Space and Machine Learning Models},
author = {Billy Ogwel and Brian O. Onyando and Bryan O. Nyawanda and Alex O. Awuor and Joseph Ogutu and John B. Ochieng and Maria Garcia Quesada and Patricia B. Pavlinac and Max Lau and Richard Omore and Elizabeth T Rogawski McQuade},
year = {2026},
doi = {10.64898/2026.10.19.26365895},
url = {https://doi.org/10.64898/2026.10.19.26365895}
}RIS
TY - JOUR TI - Towards Early Warning Systems for Shigellosis in Africa: Multi-Horizon Forecasting of Incidence in Rural Western Kenya Using Statistical State-Space and Machine Learning Models AU - Billy Ogwel AU - Brian O. Onyando AU - Bryan O. Nyawanda AU - Alex O. Awuor AU - Joseph Ogutu AU - John B. Ochieng AU - Maria Garcia Quesada AU - Patricia B. Pavlinac AU - Max Lau AU - Richard Omore AU - Elizabeth T Rogawski McQuade PY - 2026 DO - 10.64898/2026.10.19.26365895 UR - https://doi.org/10.64898/2026.10.19.26365895 ER -
APA
Ogwel, B., Onyando, B. O., Nyawanda, B. O., Awuor, A. O., Ogutu, J., Ochieng, J. B., Quesada, M. G., Pavlinac, P. B., Lau, M., Omore, R., & McQuade, E. T. R. (2026). Towards Early Warning Systems for Shigellosis in Africa: Multi-Horizon Forecasting of Incidence in Rural Western Kenya Using Statistical State-Space and Machine Learning Models. https://doi.org/10.64898/2026.10.19.26365895
Source records
- crossref · retrieved 2026-11-09T20:29:59.328Z