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 |