Efficient Market Hypothesis and Forecasting in the Industrial Sector on the Indonesia Stock Exchange

Faizul Mubarok, M. Fadhli
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引用次数: 6

Abstract

The presence of the stock market has helped boost economic growth in Indonesia. However, high levels of volatility plus economic uncertainty make investors need to carry out strategies in investing in the capital market. This study aims to analyze the index movement of each industry sector on the stock exchange in Indonesia by testing the Efficient Market Hypothesis and estimating the growth of returns for each industrial sector. This research uses monthly data from 1996 to 2020 with research methods including variance ratios, data stationarity test, Autoregressive Integrated Moving Average (ARIMA), and Autoregressive Conditional Heteroskedasticity (ARCH). The results showed that the industrial sector on the Indonesia Stock Exchange was inefficient in its weak form. In forecasting, almost all indices experience a contraction of growth at the beginning of the forecasting period. Stakeholders are expected to be more active in the market by buying and selling, especially the contraction of shares. The market has proven to be inefficient in its weak form.
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印度尼西亚证券交易所工业部门的有效市场假说与预测
股票市场的存在促进了印尼的经济增长。然而,高水平的波动性加上经济的不确定性使得投资者在资本市场投资时需要实施策略。本研究旨在通过检验有效市场假说和估计每个工业部门的回报增长来分析印度尼西亚证券交易所各工业部门的指数运动。本研究使用1996 - 2020年的月度数据,研究方法包括方差比、数据平稳性检验、自回归综合移动平均(ARIMA)和自回归条件异方差(ARCH)。结果表明,印尼证券交易所的工业板块在其弱形式下效率低下。在预测中,几乎所有指数在预测期开始时都会出现增长收缩。预计利益相关者将更积极地在市场上买卖,特别是在股票收缩时。事实证明,市场在疲软状态下是低效的。
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