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From
Bayesian Spatial Modelling of Tuberculosis Incidence in Meru County, Kenya Using Conditional Autoregressive(CAR) and Poisson Lognormal(PLN) Models
Kithaka Gilbert Mucheri, Peter Kinyua Gachoki, Kilai Mutua
American Journal of Applied Mathematics and Statistics
.
2024
, 12(3), 55-65 doi:10.12691/ajams-12-3-3
Figu
re 1.
Study area for the research
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Fig
ure 2.
Mapping of TB cases within the Sub-counties
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Fig
ure 3.
Mapping of TB prevalence within the Sub-counties
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Fig
ure 4.
Variation of p-values and Z-scores across Subcounties
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Figure 5.
Relationship between total TB cases and Local Moran's I
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Fig
ure
6
.
Spatial Autocorrelation Clusters
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Figure
7
.
Summary of Spatial Autocorrelation
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Figu
re 8.
Dynamic Trace Plots for PLN Model
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Figu
re
9
.
Dynamic Trace Plots for CAR Model
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Figur
e 10.
Autocorrelation Plots for PLN Model
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Figur
e 1
1
.
Autocorrelation Plots for CAR Model
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Figur
e 1
2
.
Kernel Density Plots for CAR Model
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Figur
e 13.
Kernel Density Plots for CAR Model
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