The 2021 Bitcoin Bubbles and Crashes—Detection and Classification

In this study, the Log-Periodic Power Law Singularity (LPPLS) model is adopted for real-time identification and monitoring of Bitcoin bubbles and crashes using different time scale data, and the modified Lagrange regularization method is proposed to alleviate the impact of potential LPPLS model over...

Full description

Bibliographic Details
Main Authors: Min Shu, Ruiqiang Song, Wei Zhu
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/4/4/56