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Table 8 Regression diagnosis by year. West spatial regime

From: Spatiotemporal distribution and predictors of tuberculosis incidence in Morocco

Multicollinearity condition number:
 Year Number     
 2009 7.00     
 2011 5.66     
 2012 6.62     
 2013 5.01     
 2014 11.08     
Normality of errors (Jarque-Bera test)
 Year DF Value P-Value   
 2009 2 1.833 0.399   
 2011 2 0.721 0.697   
 2012 2 2.038 0.361   
 2013 2 0.276 0.802   
 2014 2 0.670 0.715   
Heteroskedasticity coefficients:   Koenker-Bassett test Breusch-Pagan test
 Year DF Value P-Value Value P-Value
 2009 2 5.123 0.036 5.123 0.077
 2011 2 5.133 0.077 5.996 0.050
 2012 2 8.586 0.014 11.499 0.003
 2013 2 4.741 0.093 5.583 0.061
 2014 2 2.710 0.258 1.794 0.408
Spatial dependance for weight matrix (row-standardized weights)
  MI/DF Value P-Value   
Moran’s I (error) test
 2009 −0.188 −1.024 0.305   
 2011 −0.121 −0.509 0.610   
 2012 −0.143 −0.705 0.481   
 2013 −0.073 −0.082 0.934   
 2014 −0.0767 −0.166 0.868   
Lagrange Multiplier (lag) test
 2009 1 2.633 0.105   
 2011 1 1.244 0.265   
 2012 1 1.493 0.222   
 2013 1 0.191 0.662   
 2014 1 0.076 0.783   
Lagrange Multiplier (error) test
 2009 1 0.419 0.518   
 2011 1 0.912 0.340   
 2012 1 1.266 0.261   
 2013 1 0.333 0.564   
 2014 1 0.366 0.545   
  1. Unit of analysis = 59; MI  Moran’s I, DF  Degree of Freedom