A Principal Component-Guided Sparse Regression Approach for the Determination of Bitcoin Returns

We examine the significance of fourty-one potential covariates of bitcoin returns for the period 2010−2018 (2872 daily observations). The recently introduced principal component-guided sparse regression is employed. We reveal that economic policy uncertainty and stock market volatility are...

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Bibliographic Details
Main Authors: Theodore Panagiotidis, Thanasis Stengos, Orestis Vravosinos
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Journal of Risk and Financial Management
Subjects:
Online Access:https://www.mdpi.com/1911-8074/13/2/33