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 | ||