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Table 7 Unit root tests

From: The impact of food insecurity on health outcomes: empirical evidence from sub-Saharan African countries

Pesaran [68] unit root test (Models 1A–1C)

Variables

CIPS (intercepts only)

Critical values (CV)

Levels

1st difference

Calculated Statistic

Prob

Calculated Statistic

Prob

10%

5%

1%

LNLEXP

-3.839***

< 1% (CV)

-2.854***

< 1% (CV)

-2.03

-2.11

-2.25

LNINFMOR

-1.884

> 10%

-2.548***

< 1% (CV)

PRUDN

-1.528

> 10%

-2.280***

< 1% (CV)

AVRDES

-2.110**

5%

-2.518***

< 1% (CV)

GDPPC

-0.978

> 10%

-2.800***

< 1% (CV)

GOVEXP

-1.550

> 10%

-3.925***

< 1% (CV)

MNSCHOOL

-2.036*

10%

-4.070***

< 1% (CV)

URBAN

-1.997

> 10%

-2.976***

< 1% (CV)

Model 1D

  

Level

1st difference

 

LNINFMOR

Types

Statistic

Prob

Statistic

Prob

Order of integration

LLC

-5.7459***

0.0000

-

-

I(0)

IPS

-2.5397***

0.0055

-

-

 

ADF

463.0545***

0.0000

-

-

 

AVRDES

LLC

-2.5844***

0.0049

-

-

I(0)

IPS

4.1243

1.0000

-5.7624***

0.0000

I(1)

ADF

63.9411

0.4082

121.1623***

0.0000

I(1)

GDPPC

LLC

2.4703

0.9932

-13.1832***

0.0000

 

IPS

-1.7074**

0.0439

-12.3152***

0.0000

I(1)

ADF

59.1962

0.5775

301.7121***

0.0000

 

GOVEXP

LLC

-1.2336

0.1087

-20.1958***

0.0000

 

IPS

0.0924

0.5368

-10.9719***

0.0000

I(1)

ADF

62.6224

0.4540

545.9615***

0.0000

 

MNSCHOOL

LLC

-3.5101***

0.0002

-

-

I(0)

IPS

-0.6925

0.2443

-11.0645***

0.0000

I(1)

ADF

48.8314

0.8883

607.8821***

0.0000

I(1)

URBAN

LLC

4.8714

1.0000

-19.7382***

0.0000

 

IPS

5.2350

1.0000

-10.5568***

0.0000

I(1)

ADF

74.0224

0.1410

378.0689***

0.0000

 
  1. Source: Computed by the author using STATA 15
  2. ADF Augmented Dickey–Fuller, AVRDES Average Dietary Energy Supply, CIPS Cross-Sectionally Augmented Panel Unit Root Test, GDPPC Gross Domestic Product (GDP) per capita, GOVEXP Domestic General Government Health Expenditure, I(1) Integration at First Difference, IPS Im, Pesaran, Shin, LLC Levin, Lin, and Chu, LNINFMOR Natural Logarithm of Infant Mortality Rate, LNLEXP Natural Logarithm of Life Expectancy at Birth, MNSCHOOL Mean Years of Schooling, PRUDN Prevalence of Undernourishment, URBAN Urbanisation
  3. *** p < 0.01
  4. ** p < 0.05
  5. * p < 0.1