Computational Modeling of Infectious Disease: With Applications in Python
Autor Chris von Csefalvayen Limba Engleză Paperback – 22 feb 2023
- Connects computational infectious disease analysis to state-of-the-art data science
- Conveys ideas on epidemiology and infectious disease modeling in a clear, accessible way
- Provides code examples to elucidate best practices
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Specificații
ISBN-13: 9780323953894
ISBN-10: 0323953891
Pagini: 476
Dimensiuni: 152 x 229 x 24 mm
Greutate: 0.74 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0323953891
Pagini: 476
Dimensiuni: 152 x 229 x 24 mm
Greutate: 0.74 kg
Editura: ELSEVIER SCIENCE
Public țintă
Researchers and practicing infectious disease forecasters/modelers; data scientists integrating a model of an infectious disease into their existing frameworks; computational scientists who need to understand the underlying logic of infectious disease models; Infectious disease specialists who need solid quantitative grounding for their researchGraduate students in virology, infectious disease medicine, quantitative biology, quantitative ecology, and epidemiology; infectious disease forecasters at public health authorities, hospitals, regulatory bodies, etc.
Cuprins
1. Introduction
2. Simple compartmental models
3. Modeling host factors
4. Host-vector and multi-host systems
5. Multi-pathogen systems
6. Modeling the control of infectious disease
7. Temporal dynamics of infectious disease
8. Spatial models of infectious disease
9. Agent-based models
2. Simple compartmental models
3. Modeling host factors
4. Host-vector and multi-host systems
5. Multi-pathogen systems
6. Modeling the control of infectious disease
7. Temporal dynamics of infectious disease
8. Spatial models of infectious disease
9. Agent-based models