Grants per year
Personal profile
Research Interests
Professor Samia's research interests focus on introducing and developing new statistical linear and nonlinear (threshold) models. Her work is both, theoretical and applied in nature. Through cross-disciplinary collaborations, these advanced and often new statistical methodologies are tailored to each specific application with the aim of explaining the dynamics of complex biological systems, particularly in the areas of infectious diseases and epidemiology, statistical ecology, and biomedical research.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Statistics, PhD, University of Iowa
… → 2006
Actuarial Science, MS, University of Iowa
… → 2001
Mathematics, BS, Notre Dame University, Lebanon
… → 1999
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AI for the Sky - The SkAI Institute
Kalogera, V. (PD/PI), Katsaggelos, A. K. (Co-Investigator), Alexander, E. (Other), Faucher-Giguere, C.-A. (Other), Fong, W.-F. (Other), Hullman, J. R. (Other), Kokkori, M. (Other), Liu, H. (Other), Miller, A. A. (Other), Rasio, F. A. (Other), Samia, N. I. (Other), Starkenburg, T. (Other), Strom, A. (Other), Tchekhovskoy, S. (Other), Vijayaraghavan, A. (Other) & Wei, E. (Other)
10/1/24 → 9/30/29
Project: Research project
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NSF-Simons AI Institute for the Sky (SkAI Institute)
Kalogera, V. (PD/PI), Katsaggelos, A. K. (Co-PD/PI), Alexander, E. (Other), Faucher-Giguere, C.-A. (Other), Fong, W.-F. (Other), Hullman, J. R. (Other), Kokkori, M. (Other), Liu, H. (Other), Miller, A. A. (Other), Rasio, F. A. (Other), Samia, N. I. (Other), Starkenburg, T. (Other), Strom, A. (Other), Tchekhovskoy, S. (Other), Vijayaraghavan, A. (Other), Wei, E. (Other) & Zissimopoulos, K. (Other)
10/1/24 → 9/30/29
Project: Research project
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African-American Social Support Effectiveness Treatment- Partners Alleviating Perinatal Depression (ASSET-PPD)
Fisher, S. D. (PD/PI), Burnett-Zeigler, I. E. (Co-Investigator) & Samia, N. I. (Other)
National Institute on Minority Health and Health Disparities
8/27/20 → 4/30/23
Project: Research project
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Characterizing physiologic swallowing impairment profiles: A large-scale exploratory study of head and neck cancer, stroke, chronic obstructive pulmonary disease, dementia, and parkinson’s disease
Clain, A. E., Samia, N., Davidson, K. & Martin-Harrisa, B., Dec 2024, In: Journal of Speech, Language, and Hearing Research. 67, 12, p. 4689-4713 25 p.Research output: Contribution to journal › Article › peer-review
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Climate-driven context-dependent structure of population cycles
Samia, N. I., Stramer, O., Saitoh, T. & Stenseth, N. C., Aug 28 2024, In: Royal Society Open Science. 11, 8, 240047.Research output: Contribution to journal › Article › peer-review
Open Access -
Neuroimmune mechanisms connecting violence with internalizing symptoms: A high-dimensional multimodal mediation analysis
Butler, E. R., Samia, N., White, S., Gratton, C. & Nusslock, R., Feb 1 2024, In: Human Brain Mapping. 45, 2, e26615.Research output: Contribution to journal › Article › peer-review
Open Access -
Methicillin-resistant staphylococcus aureus nosocomial infection has a distinct epidemiological position and acts as a marker for overall hospital-acquired infection trends
Samia, N. I., Robicsek, A., Heesterbeek, H. & Peterson, L. R., Dec 2022, In: Scientific reports. 12, 1, 17007.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Change Point Analysis and Clustering Examined Through Chicago Crime During COIVD-19
Whalen, M., Papachristos, A., Feinglass, J. & Samia, N. I., 2021, 3rd International Conference on Statistics: Theory and Applications, ICSTA 2021. Ladde, G. S. & Samia, N. (eds.). Avestia Publishing, 137. (Proceedings of the International Conference on Statistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
Datasets
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Rodent data from Climate-driven context-dependent structure of population cycles
Samia, N. I. (Creator), Stramer, O. (Creator) & Saitoh, T. (Creator), The Royal Society, 2024
DOI: 10.6084/m9.figshare.26715209.v1, https://rs.figshare.com/articles/dataset/Rodent_data_from_Climate-driven_context-dependent_structure_of_population_cycles/26715209/1
Dataset
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Code from Climate-driven context-dependent structure of population cycles
Samia, N. I. (Creator), Stramer, O. (Creator) & Saitoh, T. (Creator), The Royal Society, 2024
DOI: 10.6084/m9.figshare.26715212.v1, https://rs.figshare.com/articles/dataset/Code_from_Climate-driven_context-dependent_structure_of_population_cycles/26715212/1
Dataset