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Table 1 General additive model results for univariate and multivariate analysis

From: Temporal dynamic of malaria in a suburban area along the Niger River

  Univariate analysis Multivariate analysis
EDFa Fb p value Dev (%)c EDFa Fb p value Dev (%)c
Met1 2.291 51.89 < 0.0001 51.1 3.530 6.807 < 0.0001 68.3
Met2 3.632 5.464 0.0004 23.2 2.521 9.846 < 0.0001
Riv1 3.645 44.34 < 0.0001 57.3 1.000 45.695 < 0.0001
Riv2 2.346 3.938 0.0136 5.67 7.869 1.271 0.246
Met3 2.287 2.505 0.0572 5.28     
Riv3 4.298 4.984 0.0003 11.8     
  1. Met1 evaporation/rainfall component, Met2 temperature component, Met3 temperature variation component, Riv1 river height component, Riv2 first river variation component, Riv3 second river variation component
  2. aEDF: estimated degrees of freedom for the model terms
  3. bF: test statistics
  4. cDev: deviance explained