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Article
Publication date: 4 June 2018

Non-linear approach to Random Walk Test in selected African countries

Emmanuel Joel Aikins Abakah, Paul Alagidede, Lord Mensah and Kwaku Ohene-Asare

The purpose of this paper is to re-examine the weak form efficiency of five African stock markets (South Africa, Nigeria, Egypt, Ghana and Mauritius) using various tests…

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Abstract

Purpose

The purpose of this paper is to re-examine the weak form efficiency of five African stock markets (South Africa, Nigeria, Egypt, Ghana and Mauritius) using various tests to assess the impact of non-linearity effect and thin trading which are prevalent in African markets on market efficiency.

Design/methodology/approach

The weekly returns of S&P/IFC return indices for five African countries over the period 2000-2013 were obtained from DataStream and analyzed. The study adopted the newly developed Non-Linear Fourier unit root test advanced by Enders and Lee (2004, 2009) which allows for an unknown number of structural breaks with unknown functional forms and non-linearity in data generating process of stock prices series to test the Random Walk Hypothesis (RWH) for the five markets, and an augment regression model.

Findings

In light of the empirical evidence the author(s) using Non-linear Fourier Unit Root Test only fail to reject the RWH for South Africa, Nigeria and Egypt leading to the conclusion that these markets follow the RWH and weak-form efficient whilst Ghana and Mauritius are weak-form inefficient. Besides, evaluating non-linear models without adjusting for thin trading effect shows that, South Africa and Ghana markets are weak-form efficient while Nigeria, Egypt and Mauritius are not. However, after accounting for thin trading effect, the author(s) find that South Africa and Egypt markets follow the RWH. The findings imply that market efficiency results depend on the methodology used.

Originality/value

This paper provides further evidence on stock market efficiency in emerging markets. The finding suggests that thin trading and non-linearity effect influences markets efficiency tests in African stock markets. Thus, recent structural adjustment and liberalization policies have not enhanced stock market operations in Africa. This paper therefore has implications for policy makers and international investors.

Details

International Journal of Managerial Finance, vol. 14 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/IJMF-10-2017-0235
ISSN: 1743-9132

Keywords

  • Africa
  • Market efficiency
  • Non-linearity
  • Non-Linear-Fourier-Unit Root-Test
  • Thin trading

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Article
Publication date: 30 November 2006

A Study on the Efficiency in Korea Foreign Exchange Market

Seok Kyu Kang

This study is to examine the three theme of the eπiciency of Korea foreign exchange market including the unbiasedness testing, the relative efficiency estimates, and the…

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Abstract

This study is to examine the three theme of the eπiciency of Korea foreign exchange market including the unbiasedness testing, the relative efficiency estimates, and the information spillover efficiency. Data using the analysis 81’e won-dollar spot and futures in domestic and won-dollar forward in offshore. i.e.. New York and Singapore NDF (non-delivery forward).

The empirical results are summarized as follows: First. the efficient market or unbiasedness expectations hypothesis is not rejected in the won-dollar currency futures market apart from offshore New York and Singapore NDF markets. This indicates that the won-dollar futures price is likely to be an accurate indicator of future won-dollar spot prices without the trader having to pay a risk premium for the privilege of trading the contract. Second. the findings suggest the domestic won-dollar futures market is 13.58% efficient. the Singapore offshore won-dollar NDF market is 11.38% efficient. and the New York offshore won-dollar NDF market is 2.68% efficient. This indicates that the domestic won-dollar futures market is more efficient than the offshore won-dollar NDF market. It is therefore possible to conclude that the domestic currency futures price is a relatively successful predictor of the future spot price. Third. the findings suggest the information spillover exists between domestic won-dollar spot/futures market and offshore won-dollar New York NDF market in both direction. This indicates that the two markets are efficiently linked.

Details

Journal of Derivatives and Quantitative Studies, vol. 14 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/JDQS-02-2006-B0004
ISSN: 2713-6647

Keywords

  • Won-Dollar
  • Offshore Non-Deliverable Forward (NDF)
  • Currency Futures
  • Relative Efficiency
  • Unbiased Expectations Hypothesis
  • Information Spillover Effect

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Article
Publication date: 12 March 2020

Conditional violation of weak-form market efficiency

Benjamin Jansen

Many prior tests of market efficiency, which occurred decades ago, were limited by data and did not employ methodology to correct for leptokurtosis in the stock return…

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Abstract

Purpose

Many prior tests of market efficiency, which occurred decades ago, were limited by data and did not employ methodology to correct for leptokurtosis in the stock return distribution. Furthermore, these studies did not test many aspects of conditional market efficiency. One aspect of a potential conditional violation of market efficiency is whether stock markets are efficient conditional on the level of stock return.

Design/methodology/approach

This paper uses quantile regressions to control for leptokurtosis in the stock return distribution and simultaneous quantile regressions to test whether markets are efficient conditional on the level of the market return. This paper uses market-level stock return data to bias against finding significant results in the efficiency tests. Furthermore, the author uses data from 1926 through 2018, providing the longest time period to date under which market efficiency is tested.

Findings

This paper presents evidence that the autoregressive coefficient decreases across return levels in stock market indices. The autoregressive coefficient is positive around highly negative returns and negative or insignificant around highly positive returns, which suggests that when stock returns are low they are more likely to continue lower, and when stock returns are high they are more likely to reverse. Results additionally suggest that market efficiency is not time-invariant and that stock markets have become more efficient over the sample period.

Originality/value

This paper extends the literature by finding evidence of a violation of weak-form market efficiency conditional on the level of stock returns. It further extends the literature by finding evidence that the stock market has become more efficient between 1926 and 2018.

Details

Managerial Finance, vol. 46 no. 7
Type: Research Article
DOI: https://doi.org/10.1108/MF-06-2019-0306
ISSN: 0307-4358

Keywords

  • Autoregression
  • Return distribution
  • Market efficiency
  • C46
  • G12
  • G14

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Article
Publication date: 20 December 2019

Predictability of precious metals and adaptive market hypothesis

Muhammad Naeem Shahid, Malik Jehanzeb, Aamir Abbas, Ahsan Zubair and Mahmood A. Hussain Akbar

The purpose of this paper is to boost the existing literature on adaptive market hypothesis (AMH) as it first time links predictability of gold, silver and metal returns…

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Abstract

Purpose

The purpose of this paper is to boost the existing literature on adaptive market hypothesis (AMH) as it first time links predictability of gold, silver and metal returns with AMH which permits the predictability of returns to vary over time.

Design/methodology/approach

To know whether commodity (gold, silver and metal) market is efficient or not, the commodity returns are observed by using appropriate linear time series tests (variance ratio test, runs test and auto-correlation test). To capture the varying efficiency of three commodities, the study employs subsamples of five years and all sub-samples are exposed to linear econometric tests to reveal how market efficiency (independency of returns) has behaved over time.

Findings

It is found that the commodity market (gold, silver and metal) is adaptive because fluctuation is observed in the market efficiency. Returns of all three commodities go under the periods of efficiency and inefficiency. Thus, AMH is the better description of behavior of commodity markets than traditional efficient market hypothesis.

Research limitations/implications

Choice of sub-sample in the study is the first limitation as the authors employ a sub-sample comprising five years. Second, commission, fee and taxes (transection cost) are ignored in the study. Finally, the results are reported on the basis of linear econometric tests. In future, longer time period sub-sample analysis is suggested by the study to explore the varying nature of the commodities. Moreover, rolling window analysis may be a more appropriate method to elucidate the idea of AMH in further research. It is further suggested that the method used in the study could be helpful and adapted to examine other commodities (metal and agriculture), bonds and equity markets around the world.

Practical implications

The study will provide a better investment model which can enable the investors to seek more returns in future. Moreover, this research can be extended to explore multiple issues like adaptive behavior of returns from crypto currencies, bonds, stocks and real estate investment trusts.

Social implications

As all the linear tests reveal that almost all the commodities show inefficient behavior in full sample period, it is clear that past prices widely would be helpful to predict the future prices at NYSE; furthermore, investors can use the time-varying information to reduce the risk of investment at NYSE. The study is helpful for individual investors as well as portfolio managers and brokers to forecast the prices on the bases of findings.

Originality/value

The paper identifies the need to study why behavior of commodity returns varies over time.

Details

International Journal of Emerging Markets, vol. 15 no. 5
Type: Research Article
DOI: https://doi.org/10.1108/IJOEM-07-2018-0404
ISSN: 1746-8809

Keywords

  • Predictability
  • Adaptive market hypothesis
  • Efficient market hypothesis
  • Precious metals

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Article
Publication date: 15 May 2019

A review paper on behavioral finance: study of emerging trends

Aditya Sharma and Arya Kumar

This paper participates in the debate on market efficiency and correct approach for asset pricing through a comprehensive review of literature in favor, as well as against…

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Abstract

Purpose

This paper participates in the debate on market efficiency and correct approach for asset pricing through a comprehensive review of literature in favor, as well as against the long held belief of market efficiency. The purpose of this paper is to understand emerging trends in behavioral finance and establish its future potential as a mainstream alternative theory of asset pricing.

Design/methodology/approach

The review and discussion of literature is mainly divided into three different sections that are –theories supporting efficient market hypothesis (EMH); studies providing evidences from the stock market on the failure of EMH and studies on behavioral finance, discussing separately investors’ behavioral biases keeping in mind their effect on stock prices; and providing empirical evidences on the effect of investor sentiment on stock prices.

Findings

The review of literature from both the point of views has helped in understanding the market efficiency issue and changing dynamics of asset pricing approach. This is achieved by highlighting the gaps in the concept of market efficiency and also suggesting how these gaps can be bridged with a superior approach such as behavioral finance. Through further discussion of emerging trends in behavioral finance, the paper also points out gaps and how these can be abridged, for behavioral finance to be accepted as a mainstream alternative approach to EMH.

Originality/value

This is an extensive and one of a kind study that discusses market efficiency through discussion of EMH and behavioral finance side by side. With the help of such a study, researchers can precisely understand the need and can focus on the future course of action to make behavioral finance a mainstream approach to asset pricing.

Details

Qualitative Research in Financial Markets, vol. 12 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/QRFM-06-2017-0050
ISSN: 1755-4179

Keywords

  • Behavioral finance
  • Efficient market hypothesis
  • Behavioural biases
  • Market inefficiency
  • G02
  • G12
  • G14

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Article
Publication date: 20 August 2018

Earnings announcements, stock price reaction and market efficiency – the case of Saudi Arabia

Ali Murad Syed and Ishtiaq Ahmad Bajwa

This study aims to find the response by stock market against the announcements of quarterly earnings is empirically tested by exploiting event study methodology. Efficient…

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Abstract

Purpose

This study aims to find the response by stock market against the announcements of quarterly earnings is empirically tested by exploiting event study methodology. Efficient market hypothesis (EMH) on Saudi stock exchange is also tried on.

Design/methodology/approach

The market model is applied to help gauge the expected returns and to illustrate abnormal returns around the event date.

Findings

The results established that Saudi Stock Market does not bear semi-strong form of EMH. How efficient is the Saudi market is also reflected through evidence of significant abnormal returns and post-earnings announcement drift around earning announcements dates.

Research limitations/implications

The authors have not used analysts’ forecast as the expected earnings which are the limitation. As mentioned earlier, the authors used the quarterly earnings of the previous year as a proxy and that proxy could have been replaced by analysts’ forecast. Another limitation is that the trading volume in the event window is not considered.

Practical implications

The behavior of Saudi capital market is of much concern, and the study of this with a perspective of EMH is the significance of this paper.

Social implications

All stakeholders closely watch earnings announcements and its share price movement around the announcement date. Recently, Saudi Arabia has opened its doors to foreign investors, and big foreign investors are going to enter into Saudi capital market, and after their entry, the behavior of market could be different. In the authors’ opinion, this is the right time to study the efficiency of Saudi market before the entry of foreign investors.

Originality/value

This study is based on the gap created by EMH of Saudi market using event methodology, observed in the existing literature, and it will be a contribution to literature.

Details

International Journal of Islamic and Middle Eastern Finance and Management, vol. 11 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/IMEFM-02-2017-0044
ISSN: 1753-8394

Keywords

  • Market efficiency
  • Event study
  • Earnings announcements
  • Stock price reactions

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Article
Publication date: 31 August 2012

What makes sales in Chinese shampoo industry?: A DEA study based on efficient market hypothesis

Chenchen Yang, Feng Yang, Qiong Xia and Sheng Ang

The paper aims to find the functional relationship among 14 shampoo brands' price, quality, marketing expense and sales in the Chinese shampoo industry. Also studied is…

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Abstract

Purpose

The paper aims to find the functional relationship among 14 shampoo brands' price, quality, marketing expense and sales in the Chinese shampoo industry. Also studied is which one, among these factors, is the more important.

Design/methodology/approach

By using data envelopment analysis models, the authors propose to maximize the sale allocating efficiency scores to satisfy the hypothesis that the shampoo market is efficient, and then, the sales functions, linear and exponential, can be determined and specified.

Findings

It is found that an exponential sales function is more suitable to characterize the Chinese shampoo industry, and the price factor is a major influence on creating sales.

Originality/value

The paper proposes a method, from an original perspective, to analyze the sales function among the influence factors and to determine which one is more important. The method can be applied to other markets if the assumed conditions could be satisfied.

Details

Asia Pacific Journal of Marketing and Logistics, vol. 24 no. 4
Type: Research Article
DOI: https://doi.org/10.1108/13555851211259089
ISSN: 1355-5855

Keywords

  • China
  • Toiletries
  • Marketing strategy
  • Data envelopment analysis
  • Efficient market hypothesis
  • Sales analysis
  • Shampoo industry

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Article
Publication date: 1 February 1982

Some Methodological Considerations when Evaluating the Empirical Studies of the Efficient Capital Markets Hypothesis

Paul A. Barnes

During the last decade or so there has been a huge outpouring of empirical studies of the efficient capital market hypothesis (ECMH). These studies are of potential use to…

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Abstract

During the last decade or so there has been a huge outpouring of empirical studies of the efficient capital market hypothesis (ECMH). These studies are of potential use to the financial manager, not just as indicators of the extent to which capital markets are efficient, but more importantly as indicators as to the effects of certain financial policies and activity on a company's share price.

Details

Managerial Finance, vol. 8 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/eb013504
ISSN: 0307-4358

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Book part
Publication date: 9 July 2010

Through the looking glass: Inefficient deregulation in the United States and efficient state ownership in China

Doug Guthrie and David Slocum

We discuss the ways in which the tensions between deregulation and bailouts create fundamentally inefficient markets. Although there is an appetite for the rhetoric of a…

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Abstract

We discuss the ways in which the tensions between deregulation and bailouts create fundamentally inefficient markets. Although there is an appetite for the rhetoric of a laissez-fair economic system in the United States, we do not have the political will to operate such a system, as there are always cries for bailouts when a crisis emerges. And bailouts rob markets of the crucial ability to discipline capital for risky behavior. Using the case of China as an example, we argue that the post-Cold War conclusion that state ownership is fundamentally inefficient is premature. The key issue is not state versus private ownership per se but, rather, how well aligned the incentives are within a given system. Some of the economic models we find in reform-era China are actually better aligned and perhaps as transparent as their counterparts in the market economies of the capitalist West. Finally, because China is not caught up on the categorical assumption that private firms are efficient while state-owned firms are inefficient, the country has been able to be an institutional innovator in the area of public–private partnerships, leading to radical new corporate forms.

Details

Markets on Trial: The Economic Sociology of the U.S. Financial Crisis: Part B
Type: Book
DOI: https://doi.org/10.1108/S0733-558X(2010)000030B013
ISBN: 978-0-85724-208-2

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Book part
Publication date: 25 July 1997

DART BOARDS AND ASSET PRICES

Les Gulko

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Abstract

Details

Applying Maximum Entropy to Econometric Problems
Type: Book
DOI: https://doi.org/10.1108/S0731-9053(1997)0000012012
ISBN: 978-0-76230-187-4

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