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Effects of Macroeconomic News Announcements on Risk-neutral Distribution: Evidence from KOSPI200 Intraday Options Data

机译:宏观经济新闻公告对风险中性分布的影响:来自KOSPI200日内期权数据的证据

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This study examines the effects of scheduled macroeconomic news announcements on the implied risk-neutral distribution (RND) from option prices. Using the KOSPI200 index options market as the sample market, this study investigates whether the implied RND responds to scheduled macroeconomic news announcements from South Korea and the US. We select six important macroeconomic news announcements each for South Korea and the US and classify them as good news and bad news according to the KOSPI200 index return on the day of the announcement. We use two parametric methods to recover the RND and conduct regression analyses at daily, hourly, and 5-min intervals. The analysis provided several noteworthy results. First, the RND responds to most of the macroeconomic news announcements, but its response disappears within a day in many cases. Second, the longevity of the response depends on the type of news. Third, the implied volatility tends to increase, and the RND tends to become less leptokurtic after news announcements. Fourth, the RND tends to become less (more) negatively skewed after a good (bad) news announcement. Finally, there is no clear evidence of the information contents regarding the effect of news announcements in the RND.
机译:这项研究研究了预定的宏观经济新闻公告对期权价格所隐含的风险中性分布(RND)的影响。本研究以KOSPI200指数期权市场为样本市场,调查隐含的RND是否对韩国和美国计划的宏观经济新闻作出反应。我们针对韩国和美国分别选择了6条重要的宏观经济新闻公告,并根据公告当天的KOSPI200指数回报将它们分为好消息和坏消息。我们使用两种参数方法来恢复RND,并以每天,每小时和5分钟的间隔进行回归分析。分析提供了几个值得注意的结果。首先,RND对大多数宏观经济新闻公告做出回应,但在许多情况下,其回应在一天内就会消失。其次,响应的持续时间取决于新闻的类型。第三,隐含波动率趋于增加,在新闻发布后,RND趋向于变弱。第四,在好消息(坏消息)发布后,RND趋向于减少(更多)负偏斜。最后,RND中没有明确证据表明有关新闻公告影响的信息内容。

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