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Mr. Maurice Wanyonyi Publications

 Mr. Maurice Wanyonyi Publications

Publications in Journals:

  • Ouma, F. O., Atitwa, E. B., Morris, Z. N., & Wanyonyi, M. (2025). Comparative Analysis of Spline-Based and Standard Frailty Models. IAENG International Journal of Applied Mathematics, 55(11), 3630–3649.
  • Kioko, T. M., & Wanyonyi, M. (2025). Impact of Public Debt on Private Investment in Kenya. Asian Journal of Probability and Statistics, 27(4), 122–131. DOI: 10.9734/ajpas/2025/v27i4744.
  • Wanyonyi, M., Kiluyi, J. W., & Okango, A. A. (2025). Optimization of a Functional Beverage Formulation. Asian Journal of Probability and Statistics, 27(1), 1–16. DOI: 10.9734/ajpas/2025/v27i1699.
  • Wanyonyi, M., Morris, Z. N., Musyoka, F. M., & Kitavi, D. M. (2025). Enhanced machine learning and hybrid ensemble approaches for coronary heart disease prediction. medRxiv, 2025-07. https://doi.org/10.1101/2025.07.02.25330708
  • Wanyonyi, M., Morris, Z. N., Musyoka, F. M., Makaa, D., & Kitavi, D. M. (2025). Balancing Interpretability and Accuracy: A Comparative Evaluation of Logistic Regression and Machine Learning Approaches for Coronary Heart Disease Risk Prediction in Low-Resource Settings. Authorea Preprints.          10.36227/techrxiv.175393687.78366329/v1
  • Wanyonyi, M., Akelo, J. G., Njenga, V. N., Keraro, F. O., & Kioko, T. M. (2025). Integrating Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers. EarthArXiv. https://doi.org/10.31223/X5MF27
  • Wanyonyi, M., & Mbithi, J. (2024). Tourism and Economic Growth in Kenya: A Time Series Analysis. Asian Journal of Probability and Statistics, 26(8), 107–117. https://doi.org/10.9734/ajpas/2024/v26i8640
  • Wanyonyi, M. (2023). Modeling the contribution of the manufacturing sector to the gross domestic product of Kenya using time series analysis. Media Statistika, 15(2), 117-128. https://doi.org/10.14710/medstat.15.2.117-128
  • Mugambi, J. M., Atitwa, E. B., Morris, Z. N., and Wanyonyi, M. (2022). Probabilistic analysis of COVID-19 transmission in Kenya using Markov chain, International Journal of Advanced and Applied Sciences, 10(3): 108-113, https://doi.org/10.21833/ijaas.2023.03.014    
  • Gechore, D.O., Atitwa, E.B., Kimani, P. & Wanyonyi, M. (2022). Predicting the Number of Tourists in-Flow to Kenya Using Seasonal Autoregressive Integrated Moving Average Model. African Journal of Hospitality, Tourism and Leisure, 11(6):1913-1923. DOI: https://doi.org/10.46222/ajhtl.19770720.332
  • Kinyili, M. & Wanyonyi, M. (2022). Forecasting of Covid-19 deaths in South Africa Using the Autoregressive Integrated Moving Average time series model. General Letters in Mathematics, 11(2), 26–35, https://doi.org/10.31559/glm2021.11.2.2
  • Wanyonyi, M., Kitavi, D. M., Mugo, D. M. & Atitwa, E. B. (2021). Covid-19 Prediction in Kenya Using the Arima Model. International Journal of Electrical Engineering and Technology, 12(8), 105–114, https://iaeme.com/Home/article_id/IJEET_12_08_009

Presentation of Papers at Academic and Professional Conferences

  • Wanyonyi, M. (2025). Enhanced Machine Learning and Hybrid Ensemble Approaches for Coronary Heart Disease Prediction. Paper accepted for presentation at the 9th International Conference on Science, Technology, Innovation and Entrepreneurship (STI&E 2025), Dedan Kimathi University of Technology (DeKUT), Nyeri, Kenya, 5th to 7th November 2025. (Physical Presentation)
  • Kioko, T. M., Wanyonyi, M. (2025). Impact of Public Debt on Private Investment in Kenya. Paper was presented at the 8th International Multidisciplinary Research Conference, held at Gretsa University, Thika, Kenya, on 18th of August 2025 (Virtual Presentation).