Random walks and market efficiency in Chinese and Indian equity markets

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Random walks and market efficiency in Chinese and Indian equity markets

Oleg Malafeyev
Achal Awasthi
Kaustubh S. Kambekar
Published on 9/12/2017
Equities
Stocks
China
Market timing
Event Driven
Fundamental analysis
Stock picking
Momentum in stocks
Reversal

This paper investigates the weak-form market efficiency of Chinese and Indian equity markets by testing the random walk hypothesis, with a focus on the effects of the 2008 global financial crisis and the 2015 Chinese crisis. Using daily return data from the Shanghai Stock Exchange Composite Index and Bombay Stock Exchange (BSE200) over 20 years, the study divides the sample into four sub-periods: pre-crisis (period-I), during the 2008 recession (period-II), post-recession to pre-2015 crisis (period-III), and from the 2015 crisis onward (period-IV). The methodology employs a combination of auto-correlation tests, runs tests, and Augmented Dickey-Fuller unit root tests to assess randomness and efficiency across the entire period and each sub-period.

The findings reveal that both markets do not exhibit weak-form efficiency, as they fail to follow a random walk overall and in the first three periods (1996-2015), indicating that the 2008 recession had a limited impact on market efficiency. However, the study notes an increasing trend in efficiency percentages after the 2008 crisis, suggesting some improvement over time. The results are consistent across all statistical tests, providing robust evidence of inefficiency, which has implications for investors seeking diversified portfolios in these emerging markets. The paper contributes to the understanding of market dynamics in rapidly integrating global economies and highlights the need for further research into crisis-driven efficiency changes.

Highlights

  • 1Tests market efficiency in Chinese and Indian equity markets using random walk hypothesis
  • 2Examines impact of 2008 global financial crisis and 2015 Chinese crisis on market efficiency
  • 3Divides 20-year data into four sub-periods to analyze temporal changes
  • 4Finds both markets do not exhibit weak-form efficiency overall and in most periods
  • 5Shows increasing efficiency trends post-2008 crisis despite inefficiency

Methods

  • M
    Auto-correlation tests to detect serial dependencies in returns
  • M
    Runs tests to assess randomness of price movements
  • M
    Augmented Dickey-Fuller unit root tests to check for random walk properties
  • M
    Sub-period analysis across four time frames based on crisis events

Results

  • R
    Both Chinese (SSE Composite) and Indian (BSE200) markets fail to follow a random walk, indicating weak-form inefficiency
  • R
    Inefficiency persists in the first three periods (1996-2015), suggesting limited impact of the 2008 recession
  • R
    Market efficiency in percentage terms increased after the 2008 global financial crisis
  • R
    The 2015 Chinese crisis period (period-IV) shows continued inefficiency, with data up to the study date
  • R
    Results are consistent across multiple statistical tests, reinforcing robustness of findings
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