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Table 4 Regression diagnosis by year

From: Spatiotemporal distribution and predictors of tuberculosis incidence in Morocco

Multicollinearity condition number:
 Year Number     
 2009 5.54     
 2011 4.68     
 2012 4.96     
 2013 3.97     
 2014 7.08     
Normality of errors (Jarque-Bera test)
 Year DF Value P-Value   
 2009 2 0.522 0.770   
 2011 2 0.404 0.817   
 2012 2 0.471 0.790   
 2013 2 2.858 0.240   
 2014 2 1.289 0.525   
Heteroskedasticity coefficients:   Koenker-Bassett test Breusch-Pagan test
 Year DF Value P-Value) Value P-Value
 2009 2 4.4506 0.108 5.338 0.069
 2011 2 10.823 0.004 12.867 0.002
 2012 2 9.534 0.009 11.400 0.003
 2013 2 9.007 0.011 10.799 0.005
 2014 2 6.340 0.042 4.311 0.116
Spatial dependance for weight matrix (row-standardized weights)
  MI/DF Value P-Value   
Moran’s I (error) test
 2009 −0.079 −0.408 0.683   
 2011 −0.046 −0.002 0.998   
 2012 −0.050 −0.049 0.961   
 2013 0.015 0.702 0.483   
 2014 0.174 2.497 0.013   
Lagrange Multiplier (lag) test
 2009 1 0.363 0.547   
 2011 1 0.062 0.804   
 2012 1 0.065 0.799   
 2013 1 0.442 0.506   
 2014 1 3.460 0.063   
Lagrange Multiplier (error) test
 2009 1 0.727 0.394   
 2011 1 0.246 0.620   
 2012 1 0.292 0.589   
 2013 1 0.028 0.867   
 2014 1 3.564 0.059   
  1. Unit of analysis = 59; MI  Moran’s I, DF Degree of Freedom