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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