Bayesian Probabilistic Reasoning Applied to Mathematical Epidemiology for Predictive Spatiotemporal Analysis of Infectious Diseases Page: XI
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6.2 Bayesian Network 47
6.3 Ethnicity 50
6.4 Ethnicity-Normalized 50
6.5 Gender-Normalized 51
6.6 Age-Normalized 52
6.7 Varied Spread Vaccination Efficacy Rates 52
6.8 {Ethnicity, Gender, Age} Normalized 53
6.9 Vaccination based on Risk-groups 54
7.1 Bayesian Network for Demographic Analysis of Diseases 56
7.2 Results of Bayesian Analysis for Geographic Area I 57
7.3 Results of Bayesian Analysis for Geographic Area II 57
8.1 Bayesian Network to Analyze HIV Incidence 66
8.2 Dynamic Bayesian Network Analysis for HIV Incidence 66
8.3 Probabilistic Analysis of HIV Incidence 66
8.4 Framework for HIV Incidence Data Analysis 67
8.5 Demographic-based Epidemic Curves for HIV Incidence 69
8.6 Probabilistic Analysis of HIV Incidence 70
9.1 Epidemic Curves for Six Different Influenza Outbreaks 74
9.2 Hidden Markov Model Evaluation 76
9.3 Comparative Analysis of Social Behavioral Interactions 79
9.4 Dynamic Hidden Markov Models 80xi
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Abbas, Kaja Moinudeen. Bayesian Probabilistic Reasoning Applied to Mathematical Epidemiology for Predictive Spatiotemporal Analysis of Infectious Diseases, dissertation, May 2006; Denton, Texas. (https://digital.library.unt.edu/ark:/67531/metadc5302/m1/13/: accessed March 28, 2024), University of North Texas Libraries, UNT Digital Library, https://digital.library.unt.edu; .