TY - JOUR
T1 - Market efficiency of cryptocurrency
T2 - evidence from the Bitcoin market
AU - Yi, Eojin
AU - Yang, Biao
AU - Jeong, Minhyuk
AU - Sohn, Sungbin
AU - Ahn, Kwangwon
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/12
Y1 - 2023/12
N2 - This study examines whether the Bitcoin market satisfies the (weak-form) efficient market hypothesis using a quantum harmonic oscillator, which provides the state-specific probability density functions that capture the superimposed Gaussian and non-Gaussian states of the log return distribution. Contrasting the mixed evidence from a variance ratio test, the high probability allocated to the ground state suggests a near-efficient Bitcoin market. Findings imply that as Bitcoin evolves into an efficient market, speculators might encounter difficulty in exploiting profitable trading strategies. Furthermore, when policymakers initiate tight regulations to control the market, they should closely monitor market efficiency as an index of price distortion.
AB - This study examines whether the Bitcoin market satisfies the (weak-form) efficient market hypothesis using a quantum harmonic oscillator, which provides the state-specific probability density functions that capture the superimposed Gaussian and non-Gaussian states of the log return distribution. Contrasting the mixed evidence from a variance ratio test, the high probability allocated to the ground state suggests a near-efficient Bitcoin market. Findings imply that as Bitcoin evolves into an efficient market, speculators might encounter difficulty in exploiting profitable trading strategies. Furthermore, when policymakers initiate tight regulations to control the market, they should closely monitor market efficiency as an index of price distortion.
UR - http://www.scopus.com/inward/record.url?scp=85150907388&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85150907388&partnerID=8YFLogxK
U2 - 10.1038/s41598-023-31618-4
DO - 10.1038/s41598-023-31618-4
M3 - Article
C2 - 36959223
AN - SCOPUS:85150907388
SN - 2045-2322
VL - 13
JO - Scientific reports
JF - Scientific reports
IS - 1
M1 - 4789
ER -