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Table 3

Results of LM, LR, Wald and Hausman tests

Test method Statistic P-value
LM test without spatial error 255.536*** 0.000
Robust LM test without spatial error 114.456*** 0.000
LM test without spatial lag 141.189*** 0.000
Robust LM test without spatial lag 0.109 0.741
LR lag 108.37*** 0.000
LR err 113.83*** 0.000
Wald lag 70.30*** 0.000
Wald err 60.67*** 0.000
Hausman 18.13*** 0.011

Note:   ***, ** and * indicate passing the test of significance at the 1%, 5% and 10% levels, respectively.

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