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 | ||