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Table 5 Results of granger causality tests

From: Market integration and asymmetric price transmission in selected domestic markets for major staple foods in Uganda

Vertical transmission (wholesale and retail prices)

Commodity

Market

Null hypothesis

Chi-sq

Prob

Type of causality

Matoke

Kampala

WP ≠  > RP

3.5421*

0.0598

Unidirectional

RP ≠  > WP

0.1702

0.6799

Mbarara

WP ≠  > RP

4.2169

0.1214

None

RP ≠  > WP

2.9692

0.2266

Beans

Kampala

WP ≠  > RP

9.5095***

0.0086

Unidirectional

RP ≠  > WP

0.3560

0.8369

Maize

Masindi

WP ≠  > RP

28.6944***

0.0000

Unidirectional

RP ≠  > WP

5.1383

0.1619

Spatial price transmission

Commodity

Null hypothesis

Chi-sq

Prob

Type of causality

Wholesale and wholesale prices

 Matoke

WP_Kampala ≠  > WP_Mbarara

24.8592***

0.0000

Unidirectional

WP_Mbarara ≠  > WP_Kampala

0.6502

0.7224

WP_Mbarara ≠  > RP_Kampala

13.8341***

0.0010

Unidirectional

RP_Kampala ≠  > WP_Mbarara

0.5110

0.7745

 Beans

WP_Kampala ≠  > WP_Masindi

2.3957

0.4944

Unidirectional

WP_Masindi ≠  > WP_Kampala

13.4921***

0.0037

WP_Masindi ≠  > RP_Kampala

21.4760***

0.0000

Unidirectional

RP_Kampala ≠  > WP_Masindi

0.9678

0.6164

 Maize

WP_Masindi ≠  > RP_Kampala

21.11967***

0.0000

Unidirectional

RP_Kampala ≠  > WP_Masindi

1.5183

0.4681

WP_Tororo ≠  > RP_Kampala

24.8015***

0.0001

Unidirectional

RP_Kampala ≠  > WP_Tororo

6.7686

0.1486

  1. The symbol ≠  > means that A does not Granger cause B, *** and * denote rejection of the null hypothesis of no Granger causality at the 1% and 10% levels, respectively