Method for measuring price variability of virtual assets such as crypto currency

According to the present invention, a method for measuring price variability of a virtual asset such as cryptocurrency comprises the steps of: realistically measuring price variability through assumption of relaxed heteroscedasticity instead of assumption of equal variance; and visualizing the measu...

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Bibliographische Detailangaben
Hauptverfasser: OH EUN TAEK, AHN, SANG SUN, AHN GYU JIN, KIM JI YEON, CHO MIN KI
Format: Patent
Sprache:eng ; kor
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Beschreibung
Zusammenfassung:According to the present invention, a method for measuring price variability of a virtual asset such as cryptocurrency comprises the steps of: realistically measuring price variability through assumption of relaxed heteroscedasticity instead of assumption of equal variance; and visualizing the measured price variability by decomposing the measured price variability into continuous volatility and temporary volatility using a state space equation. Unlike a conventional simple mean-variance and trend analysis, a systematic analysis is possible, and the method may be used for systematic risk management and development of cryptocurrency-based various convergence products based on the measured variability. 본 발명에 따른 암호화폐 등 가상 자산의 가격 변동성 측정 방법은, 등분산성 가정 대신에 완화된 이분산성 가정을 통해서 현실적으로 가격 변동성을 측정하는 단계; 및 상기 측정된 가격 변동성을 상태공간 방정식을 사용해 지속적인 변동성과 일시적인 변동성으로 분해해서 시각화하는 단계를 포함하는 것을 특징으로 한다. 본 발명은 기존의 단순한 평균-분산, 추세적 분석과 달리 체계적인 분석이 가능하며, 이렇게 측정된 변동성을 기반으로 체계적인 위험관리 및 암호화폐 기반의 다양한 융합 상품 개발에 활용할 수 있다.