理性气泡测试:对CNX Nifty的深入研究

Bikramaditya Ghosh
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引用次数: 10

摘要

正如行为金融学所指出的那样,股市泡沫会导致少数精选股票,有时甚至是整个指数远离真实的估值世界,它确实会在羊群行为和认知偏见中发现自己的腐败,然而,随着公共资金更多地陷入这场金融风暴,量化变得重要起来。本研究在2008年全球危机开始时对CNX Nifty进行了实证研究,并于最近得出结论,以发现资产价格泡沫的间接证据。在相对较短的时间内以激进的方式识别非自然偏差和资产价格变动,而不给足够的时间以对称的方式分散信息,这在投资金融中非常重要。本研究扩展了Caspi, Itamar在2013年代表以色列银行在美国市场(即标准普尔500指数)上所做的研究,使用了三种先进形式的增强迪基富勒测试(如RADF, SADF和GSADF),并调查了其在印度龙头交易所CNX Nifty的有效性。这项研究还将抛出一个有趣的方面,即印度资本市场的脱钩神话,以及在全球危机期间、金融风暴后和持续到最近的复苏阶段发现的羊群行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rational Bubble Testing: An In-Depth Study on CNX Nifty
Stock Market bubble, that drives either a few selected stocks, or sometimes even an entire Index far away from the real world of valuation does find its rot in herd behaviour and cognitive bias, as behavioral finance states, however quantification becomes important as public money gets stuck in this financial hurricane more often than not. This study is conducted empirically on CNX Nifty on the onset of 2008 global crisis and concludes recently to detect the indirect evidence of an asset price bubble. Identification of unnatural deviation and asset price movement in a radical manner over a relatively short period of time, without giving adequate time to disperse the information in a symmetric manner becomes quite crucial in investment finance. This study extends Caspi, Itamar's study done in 2013 on behalf of Bank of Israel, on the US markets (namely S&P 500) using three advanced forms of Augmented Dickey Fuller Test (such as RADF, SADF and GSADF simultaneously) and investigates its validity in Indian bellwether bourse CNX Nifty. This study will also throw an interesting aspect of de-coupling myth in Indian capital market along with the spotting of herding behaviour during the global crisis, post the financial cyclone and during the recovery phase extended till recently.
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