Table 4. Dwelling infestation by triatomine bugs in 39 municipalities, Cochabamba, Bolivia, 2000–2011*: linear mixed model results, with year specified as an ordinal, fixed effect (number of parameters k = 15; BIC = 812.32; AICc = 757.11).
Estimate | SE | CI95 | ||
Fixed effects: coefficient estimates | Lower | Upper | ||
Intercept | −1.545 | 0.922 | −3.394 | 0.304 |
Year [2003 vs. 2001] | −2.237 | 0.295 | −2.817 | −1.657 |
Year [2004 vs. 2003] | −1.525 | 0.234 | −1.986 | −1.065 |
Year [2005 vs. 2004] | 0.324 | 0.221 | −0.110 | 0.759 |
Year [2006 vs. 2005] | −0.478 | 0.182 | −0.836 | −0.120 |
Year [2007 vs. 2006] | 0.341 | 0.210 | −0.072 | 0.753 |
Year [2008 vs. 2007] | −0.095 | 0.209 | −0.506 | 0.315 |
Year [2009 vs. 2008] | −0.167 | 0.183 | −0.527 | 0.193 |
Year [2010 vs. 2009] | 0.183 | 0.182 | −0.175 | 0.541 |
Year [2011 vs. 2010] | 0.186 | 0.190 | −0.189 | 0.560 |
Autocorrelation (time) | 0.140 | 0.047 | 0.048 | 0.233 |
Dry forest | 1.401 | 0.413 | 0.575 | 2.227 |
Human Development Index | −1.778 | 1.255 | −4.330 | 0.774 |
*No infestation surveys were conducted in 2002.
The model used N = 325 observations (year-specific municipality-level dwelling infestation rates), weighted by a measure of bug-search effort; the inclusion of the one-year lagged temporal autocorrelation covariate censored observations for year 2000 (see text for details).
BIC, Bayesian information criterion; AICc, second-order Akaike's information criterion.
Fixed-effect coefficient estimates are in bold if different from zero at the 5% level; SE, standard error; CI95, lower and upper limits of the 95% confidence interval.
REML, restricted maximum likelihood; σ2, random effect variance estimate; %σ2, percentage of total variance that is attributable to differences in average infestation among municipalities (‘Municipality’), also known as intra-class correlation, and to year-to-year variation in infestation rates within municipalities (‘Residual’). Ratio = Municipality/Residual variance estimates.