Data-Informed Modeling in the Health Sciences

DOI10.1007/978-3-030-22044-0_6zbMath1436.62657OpenAlexW2988072514MaRDI QIDQ3296279

Antonios Zagaris

Publication date: 7 July 2020

Published in: Mathematics of Planet Earth (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-22044-0_6

zbMATH Keywords

parameter inferenceBayesian hierarchical modelsmathematical epidemiologydata decontaminationextramural mathematicsinfection source attributionprobabilistic and data-driven modeling

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Medical applications (general) (92C50) Mathematical modeling or simulation for problems pertaining to biology (92-10)

Uses Software

• mixtools
• GitHub
• PRMLT

Cites Work

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• Theory of statistics
• Science and Statistics
• DISCRETE AND CONTINUOUS MODELS
• Measurement-Methods Comparisons and Linear Statistical Relationship
• Estimation of evolutionary distances between homologous nucleotide sequences.
• Principles of Statistical Inference
• On Information and Sufficiency

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