Applications of Information Theory to Epidemiology
Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Basel, Switzerland : MDPI - Multidisciplinary Digital Publishing Institute, 2021Description: 1 Online-Ressource (238 p.)ISBN:- 9783036503165
- 9783036503172
- Research & information: general
- Biology, life sciences
- Ebola model
- Caputo derivative
- Caputo–Fabrizio derivative
- Atangana–Baleanu derivative
- numerical results
- entropy
- information theory
- multiple diagnostic tests
- mutual information
- relative entropy
- balance
- Jensen–Shannon divergence
- observational study
- selection bias
- probability
- forecast
- likelihood ratio
- positive predictive value
- negative predictive value
- diagnostic information
- Shannon entropy
- epidemic model
- transient behavior
- vaccination and treatment intervention controls
- diagnostic test
- evaluation
- ROC curve
- PROC curve
- binormal
- prevalence
- Bayes’ rule
- leaf plot
- expected mutual information
- predictive ROC curve
- PV-ROC curve
- SS-ROC curve
- SS/PV-ROC plot
- empirical
- urinary bladder cancer
- sensitivity
- specificity
- HIV/AIDS epidemic
- regression model
- Newton–Raphson procedure
- Fisher scoring algorithm
- time series
- early detection
- Asiatic citrus canker
- latent class
- field diagnostic
- scent signature
- direct assay
- deployment
- average mutual information
- stochastic processes
- deterministic dynamics
- n/a
Open Access. Unrestricted online access star
Creative Commons https://creativecommons.org/licenses/by/4.0 cc
English