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Table 7 Regression diagnosis by year. East spatial regime

From: Spatiotemporal distribution and predictors of tuberculosis incidence in Morocco

Multicollinearity condition number:
 Year Number     
 2009 3.64     
 2011 3.31     
 2012 3.20     
 2013 2.56     
 2014 3.66     
Normality of errors (Jarque-Bera test)
 Year DF Value P-Value   
 2009 2 7.837 0.020   
 2011 2 1.250 0.535   
 2012 2 0.894 0.640   
 2013 2 0.441 0.802   
 2014 2 1.219 0.544   
Heteroskedasticity coefficients:   Koenker-Bassett test Breusch-Pagan test
 Year DF Value P-Value Value P-Value
 2009 2 1.952 0.377 4.112 0.128
 2011 2 1.738 0.419 1.680 0.432
 2012 2 1.260 0.533 1.207 0.547
 2013 2 0.672 0.714 0.586 0.746
 2014 2 2.591 0.274 1.389 0.499
Spatial dependance for weight matrix (row-standardized weights)
  MI/DF Value P-Value   
Moran’s I (error) test
 2009 −0.042 0.320 0.749   
 2011 0.06 1.020 0.308   
 2012 0.145 1.414 0.157   
 2013 0.033 0.742 0.458   
 2014 0.358 2.942 0.003   
Lagrange Multiplier (lag) test
 2009 1 0.148 0.700   
 2011 1 0.274 0.600   
 2012 1 0.234 0.629   
 2013 1 0.093 0.760   
 2014 1 0.844 0.358   
Lagrange Multiplier (error) test
 2009 1 0.061 0.805   
 2011 1 0.130 0.718   
 2012 1 0.484 0.487   
 2013 1 0.039 0.843   
 2014 1 0.473 0.491   
  1. Unit of analysis = 59; MI Moran’s I, DF  Degree of Freedom