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Investor Sentiment and Mean-variance Relationship in Cryptocurrency Market

원문정보

Jun Sik Kim

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초록

영어

This study aims to examine the influence of investor sentiment in the cryptocurrency market on the mean-variance relationship of Bitcoin. We find that Bitcoin expected excess return is positively related to conditional variance of Bitcoin return daily during the period of Extreme Fear but unrelated to conditional variance during the periods of Fear, Neutral, Greed, and Extreme Greed. Our findings are consistent with a distortion of a positive mean-variance tradeoff by investor sentiment. We also find that a negative relation between returns and contemporaneous innovations of conditional variance is only significant in the period of Extreme Fear. Moreover, the findings are robust, even after controlling for the impact of global factors determining Bitcoin price, and in Ethereum market, beyond Bitcoin market.

목차

Abstract
Ⅰ. Introduction
Ⅱ. Investor sentiment in Cryptocurrency market and Conditional Variance
1. Investor sentiment in Cryptocurrency market: Crypto Fear & Greed index
2. Conditional Variances
Ⅲ. Data and Empirical analysis
1. Data description
2. Mean-Variance Relation of Bitcoin
3. Return-Innovation Relation of Bitcoin
Ⅳ. Robustness Checks
1. Impact of global factors
2. Ethereum
Ⅴ. Conclusion
References

저자정보

  • Jun Sik Kim Associate Professor, Division of International Trade, Incheon National University

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