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Table 3 Posterior estimates and their 95% credible intervals (CI) for the random effects models with covariates

From: Bayesian modeling of spatiotemporal patterns of TB-HIV co-infection risk in Kenya

Variables

1b (95% Cr. I)

2b (95% Cr. I)

3b (95% Cr. I)

Fixed effects:

 (Intercept)

2.81e02 (9.49, 8.35e03)a

2.28e02 (7.69, 6.77e03)a

2.02e02 (7.54, 5.43e03)a

 Year

0.94 (0.92, 0.97)a

–

–

 Poverty

3.49 (0.96, 16.95)

3.49 (0.72, 16.95)

3.74 (0.81, 17.46)

 Infrastructure

4.90 (1.40, 17.29)a

4.90 (1.40, 17.29)

5.75 (1.65, 19.89)a

 Health

2.56 (0.56, 11.59)

2.56 (0.56, 11.59)

1.99 (0.44, 8.94)`

 Education

0.36 (0.07, 1.86)

0.36 (0.07, 0.53)a

0.40 (0.08, 1.99)

 Gender

4.71e−04 (8.36e−05, 2.63e−03)a

4.67e−04 (8.36e−05, 2.63e−03)a

5.81e−04 (1.06e−04, 3.18e−03)a

 Dependency

0.94 (0.33, 2.69)

0.94 (0.32, 2.69)

1.01 (0.36, 2.83)

 Gini

1.15 (0.21, 6.23)

1.15 (0.21, 6.23)

0.79 (0.14, 4.35)

Random effects

 Spatial

  Structured  (τυ)

4.75e02 (1.63e01, 3.91e03)

4.89e02 (1.63e01, 4.00e03)

3.22e03 (6.70e02, 1.09e04)

  Unstructured  (τν)

8.30 (5.21, 1.27e01)

8.30 (5.21, 1.77e01)

8.96 (5.55, 1.39e01)

 Temporal

  Structured  (τγ)

–

2.06e02 (6.71e01, 5.31e02)

1.08e04 (7.24e03, 5.95e04)

  Unstructured  (τϕ)

–

1.18e04 (9.45e02, 6.42e04)

5.57e02 (1.46e02, 2.02e03)

 Spatiotemporal

  Interaction  (τδ)

3.50e03 (1.04e03, 9.47e03)

–

6.63e01 (5.39e01, 8.14e01)

 DIC

5162.85

5162.69

3100.07

 pD

55.18

55.19

268.09

 Md (Ď)

5107.66

5107.50

2831.98

  1. a- significant fixed effects