The Existence of Random Walk in the Philippine Stock Market: Evidence from Unit Root and Variance-Ratio Tests

• Published in: The Journal of Asian finance, economics, and business Vol. 7; no. 10; pp. 523 - 530
• Main Authors: Jr, Abraham C. CAMBA, CAMBA, Aileen L.
• Format: Journal Article
• Language: English
• Published: 한국유통과학회 31.10.2020
• Subjects: 경제학; Wald Test Statistic; Unit Root; Chow-Denning Maximum Statistics; Random Walk; Variance Ratio Test
• ISSN: 2288-4637; 2288-4645
• DOI: 10.13106/jafeb.2020.vol7.no10.523

The efficient market hypothesis explains the random walk hypothesis suggesting that stock prices are independent of each other, hence, it is impossible to earn abnormal profits. The positive effect of a well-functioning and highly efficient stock market on the performance of an economy motivated the Philippine Stock Exchange to pursue massive modernization initiatives. This research provides evidence of the existence of random walk in the Philippine stock market employing the Augmented Dickey-Fuller (1981) and Phillips-Perron (1988) unit root tests, the Lo-MacKinlay’s (1988) conventional variance ratio test, and Chow-Denning’s (1993) simple multiple variance ratio test. Results of the ADF and PP unit root tests confirm the necessary condition for a random walk. The Chow-Denning (1993) maximum /z/ statistic and the Wald test statistic as in Richardson and Smith (1991) for the joint hypotheses and the Lo and MacKinlay (1988) individual statistics variance ratio test generally accepted the null hypothesis of a random walk. That is, the unit root and variance ratio tests consistently indicate that the null hypothesis of random walk cannot be rejected. The existence of a random walk in weak-form efficiency can be attributed to market liquidity as a result of continuous development and modernization of the Philippine equity market.