Mean reversion in a price-earnings ratio and under / overvaluation in the Brazilian stock market

Q3 Economics, Econometrics and Finance
D. Amorim, Marcos Antônio de Camargos
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引用次数: 1

Abstract

ABSTRACT The market price-earnings ratios differ from those of each share. Despite allowing for several pertinent analyses, authors have rarely addressed these valuation ratios in the Brazilian context. We can use it to evaluate whether the stock market is overvalued (undervalued). In this article, we analyze the mean reversion in a price-earnings ratio based on Ibovespa and identify periods of overvaluation (undervaluation) in the Brazilian stock market. We considered the period from December 2004 to June 2018. Until then, there are no studies that sought to identify periods of overvaluation (undervaluation) in this market. In the analyses, we used non-linear econometric methods. We analyzed the mean reversion in the price-earnings ratio using a unit root test that incorporates a Fourier function in the deterministic term. We identified the periods of market overvaluation (undervaluation) through the regime probabilities obtained from a Markov Switching model, estimated with the price-earnings ratio. The results evidenced that the price-earnings ratio based on the Ibovespa has a non-linear trend and exhibits mean reversion. Thus, this valuation ratio should provide information on the future stock market returns, mostly when it is very dispersed in relation to historical standards. We identified four periods of market overvaluation interposed with five periods of market undervaluation. Mean reversion in the price-earnings ratio contraposes the Efficient Markets Hypothesis. There are no other applications of unit root tests with a Fourier function in the Brazilian context. Furthermore, adopting a Markov Switching model to identify periods of market overvaluation (undervaluation) consists of a methodological contribution. Investors can take advantage of the identification of these periods to establish investment strategies.
市盈率均值回归和巴西股市估值偏低/过高
市场市盈率不同于每只股票的市盈率。尽管进行了一些相关的分析,但作者很少在巴西的背景下讨论这些估值比率。我们可以用它来评估股票市场是否被高估(低估)。在本文中,我们分析了基于Ibovespa的市盈率的均值回归,并确定了巴西股市的高估(低估)时期。我们考虑的是2004年12月至2018年6月这段时间。在此之前,没有研究试图确定这个市场的估值过高(低估)时期。在分析中,我们使用了非线性计量经济学方法。我们使用在确定性项中包含傅里叶函数的单位根检验分析了市盈率的均值回归。我们通过从马尔可夫转换模型中获得的制度概率,用市盈率估计,确定了市场高估(低估)的时期。结果表明,基于Ibovespa的市盈率具有非线性趋势,并呈现均值回归。因此,这个估值比率应该提供有关未来股票市场回报的信息,特别是当它相对于历史标准非常分散时。我们确定了四个市场高估时期和五个市场低估时期。市盈率的均值回归与有效市场假说相悖。在巴西的背景下,没有傅里叶函数单位根检验的其他应用。此外,采用马尔可夫转换模型来识别市场估值过高(过低)的时期,在方法上也有贡献。投资者可以利用这些时期的识别来建立投资策略。
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来源期刊
Revista Contabilidade e Financas
Revista Contabilidade e Financas Economics, Econometrics and Finance-Finance
CiteScore
1.00
自引率
0.00%
发文量
41
审稿时长
17 weeks
期刊介绍: Revista Contabilidade & Finanças (RC&F) publishes inedited theoretical development papers and theoretical-empirical studies in Accounting, Controllership, Actuarial Sciences and Finance. The journal accepts research papers in different paradigms and using various research methods, provided that they are consistent and relevant for the development of these areas. Besides research papers, its main focus, traditional papers and manuscripts in other formats that can contribute to communicate new knowledge to the community are also published.
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