We use transaction data gathered by a large fintech firm to study retail investors’ investments in cryptocurrencies. Crypto investors tend to be young, male, high-income, and live in wealthy urban areas with high levels of self-employment and low levels of altruism. Crypto investments are...

Cryptocurrencies have left the dark side of the finance universe and become an object of study for asset and portfolio management. Since they have a low liquidity compared to traditional assets, one needs to take into account liquidity issues when adding them to the same portfolio. We propose a...

This study proposes a method to enhance cryptocurrency portfolio returns constructed by forecast models. We forecast returns on four liquid cryptocurrencies and determine the weights on the cryptocurrencies based upon a dynamic allocation framework. We assess the performances of the portfolios...

I empirically investigate some of the key features of cryptocurrency returns and volatilities such as their relationship with traditional asset classes, as well as the main driving factors behind market activity. The main empirical results suggest that while there is a mild relationship between...

In this paper, cryptocurrencies are analysed as investment instruments. The study aims to verify whether they can be classified as an asset class and what kind of benefits they may bring to the investor's portfolio. We used 6 indices as proxies for the major asset classes, including the...

Cryptocurrencies have left the dark side of the finance universe and become an object of study for asset and portfolio management. Since they have a low liquidity compared to traditional assets, one needs to take into account liquidity issues when one puts them into the same portfolio. We...

Purpose - This study investigates the role of cryptocurrencies in enhancing the performance of portfoliosconstructed from traditional asset classes. Using a long sample period covering not only the large valueincreases but also the dramatic declines during the beginning of 2018, the purpose of...

This paper proposes a novel approach to the portfolio management using an AutoEncoder.In particular, the features learned by an AutoEncoder with ReLU are directly exploited to the portfolio construction.Since the AutoEncoder extracts the characteristics of the data through the non-linear...

Purpose - the main aim of this article is to identify cryptocurrencies suitable for investment and portfolio diversification. Research methodology - the methodology of empirical research includes methods of scientific literature analysis, statistical data analysis, multicriteria evaluation,...

Cryptocurrency has been increasingly popular with investors in US financial market. Using the 2018 National Financial Capability Study Investor survey, this study examined the association between investment literacy and cryptocurrency investment. About 13% of investors invested in cryptocurrency...