利用财务比率预测马来西亚股票收益

Q3 Economics, Econometrics and Finance Afro-Asian Journal of Finance and Accounting Pub Date : 2023-09-01 DOI:10.55057/ajafin.2023.5.3.3
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引用次数: 0

摘要

股票收益的可预测性对于维持股票市场的信心和流动性是非常重要的。关于股票价格行为的传统理论——有效市场假说——认为股票收益的可预测性是不可能的。本研究考虑自适应市场假说,以财务比率作为预测变量来解释马来西亚股票回报的可预测性。适应性市场假说在解释股票行为方面越来越受到重视。然而,研究结果混杂且有限。本研究为新兴市场(特别是马来西亚)的财务比率与股票回报率之间的关系提供了实证证据。有目的的抽样是用来选择上市公司从马来西亚证券交易所,然后根据三个标准过滤,以达到392家公司的样本。对于预测变量,已经确定了七个财务比率对股票回报的预测强度。本研究采用面板数据进行多元预测回归。所确定的回归模型为具有稳健标准误差的固定效应回归。结果显示,盈馀率、股息率、市净率、资产报酬率、流动比率、资产周转率等预测变量与股票收益的关系显著。负债权益比与股票收益之间的关系不显著。研究结果表明,财务比率对马来西亚市场的股票回报具有预测力。为了提高解释强度,建议在未来的研究中纳入外部因素,如GDP、通货膨胀或其他经济因素,如利率和汇率。
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Stock Returns Predictability Using Financial Ratios in Malaysia
Stock return predictability is important to maintain confidence and liquidity in a stock market. The conventional theory on stock price behaviour, the Efficient Market Hypothesis, posits that stock return predictability is not possible. This study considers the Adaptive Market Hypothesis to explain the predictability of stock returns in Malaysia using financial ratios as predictor variables. The Adaptive Market Hypothesis is gaining prominence to explain stock behaviour. However, studies have been mixed and limited. This study contributes to the empirical evidence on the relationship of financial ratios to return of stock in emerging markets, specifically Malaysia. Purposive sampling is employed to select the listed companies from the Malaysia Stock Exchange, which are then filtered based on three criteria to arrive at a sample of 392 companies. For predictor variables, seven financial ratios have been identified for their predictive strength to stock returns. This study employs panel data to formulate the multiple predictive regression. The regression model determined is the fixed effects regression with robust standard error. Results show that the relationship to stock returns is significant for the predictor variables of earnings yield, dividend yield, book-to-market ratio, return on assets, current ratio and assets turnover. The relationship between debt-to-equity ratio and stock returns is not significant. The findings show that financial ratios have predictive strength to stock returns in the Malaysia market. To improve on the explanatory strength, it is suggested for future research to incorporate external factors such as GDP, inflation or other economic factors such as interest and exchange rates.
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来源期刊
Afro-Asian Journal of Finance and Accounting
Afro-Asian Journal of Finance and Accounting Economics, Econometrics and Finance-Finance
CiteScore
0.70
自引率
0.00%
发文量
34
期刊介绍: Finance and accounting are seen as essential components for the successful implementation of market-based development policies supporting economic liberalisation in the rapidly emerging economies in Africa, the Middle-East and Asia. AAJFA aims to foster greater discussion and research of the development of the finance and accounting disciplines in these regions. A major feature of the journal will be to emphasise the implications of this development and the effects on businesses, academics and professionals. Topics covered include: -Asset pricing, corporate finance, banking; market microstructure -Behavioural and experimental finance; law and finance -Emerging economies: finance, audit committees, corporate governance -Islamic finance, accounting and auditing -Equity analysis and valuation, venture capital and IPOs -National GAAP and IASs compliance, harmonisation and strategies -Financial measurement/disclosure, and the quality of information reported -Accountability and social/ethical/environmental measurement/reporting -Cultural, political, institutional impact on financial measurement/disclosure -Accounting practices for intellectual capital and other intangible assets -Provision of non-audit services and impairment to auditor independence -Audit quality and auditor skills; internal control/auditing -Management accounting, control and /use of key performance indicators -Accounting education and professional development, accounting history -Public sector and not-for-profit accounting
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