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. 2014 Feb 3;4:3932. doi: 10.1038/srep03932

Table 2. Generalized linear model analysis of the effect of treatment on the number of sporozoites produced per oocyst and midgut analyzed independently for each experimental temperature.

  20°C (n = 116) 24°C (n = 118) 28°C (n = 42)
factors Wald X2 d.f. p Wald X2 d.f. p Wald X2 d.f. p
sporozoites/oocyst                  
intercept 2581.88 1 <0.0001 5628.47 1 <0.0001 420.03 1 <0.0001
treatment 9.98 2 0.007 25.86 2 <0.0001 11.45 2 0.003
replicate 0.78 2 0.678 11.13 2 0.004 2.39 2 0.303
centred oocyst intensity 9.79 1 0.002 1.53 1 0.216 12.76 1 <0.0001
treatment x centred oocyst intensity - - - - - - 11.96 2 0.003
sporozoites/midgut                  
intercept 11912.35 1 <0.0001 8610.63 1 <0.0001 1581.66 1 <0.0001
treatment 2.89 2 0.236 28.50 2 <0.0001 15.14 2 0.001
replicate 0.55 2 0.759 10.45 2 0.005 7.70 2 0.021
centred oocyst intensity 97.52 1 <0.0001 1497.95 1 <0.0001 0.15 1 0.699
treatment x centred oocyst intensity 6.64 2 0.036 - - - 20.96 2 <0.0001

Omnibus tests confirmed that each fitted model was significantly different from its null model (sporozoites/oocyst: 20°C - likelihood ratio X21, 7 = 122.09, p < 0.0001; 24°C - likelihood ratio X21, 5 = 309.95, p < 0.0001; 28°C - likelihood ratio X21, 7 = 25.42, p < 0.0001; sporozoites/midgut: 20°C - likelihood ratio X21, 7 = 122.09, p < 0.0001; 24°C - likelihood ratio X21,7 = 315.16, p < 0.0001; 28°C - likelihood ratio X21, 7 = 39.98, p < 0.0001). Goodness of fit was assessed by evaluating potential overdispersion through model deviance scores and model residuals. Sporozoite/oocyst data were transformed and fit to normal distributions (20°C - deviance value/d.f. = 1.57; 24°C - deviance value/d.f. = 4.92; 28°C - deviance value/d.f. = 1.13). Sporozoite/midgut: 20°C - gamma distribution, deviance value/d.f. = 1.57; 24°C - transformed data fit to a normal distribution, deviance value/d.f. = 4.92; 28°C - gamma distribution, deviance value/d.f. = 1.13.