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Table 1 Tests for stationarity.

From: Application of Markov chain to share price movement in Nigeria (1985–2019)

Variables

ADF

5% Critical level

Remarks

At Levels

First–Order

GDPgr

 − 4.085

 − 3.000

I ~ 1(0)

ASI

 − 21.026

 − 3.000

I ~ 1(0)

MC

 − 5.421

 − 3.000

I ~ 1(1)

BDR

 − 7.936

 − 3.000

I ~ 1(1)

EXR

 − 4.549

 − 3.750

I ~ 1(1)