Bitcoin Momentum Investing — Does Purchase the Dump, Promote the Pump Work?

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Bitcoin Momentum Investing — Does Purchase the Dump, Promote the Pump Work?

This week as equities markets plummeted throughout the globe, Bitcoin (BTC) value additionally faced a pointy correction. Over the previous week B


This week as equities markets plummeted throughout the globe, Bitcoin (BTC) value additionally faced a pointy correction. Over the previous week Bitcoin value has dropped $1,500 and at present trades at $8,454, a brand new 4 week low. 

For the reason that begin of the yr Bitcoin and most main altcoins confirmed a powerful acquire in value, main analysts to recommend {that a} bull-run was brewing for 2020, an thought now being challenged by the present pull-back. 

As has been the norm, on one facet, there are bullish fans aiming for sky-high valuations; on the opposite, there are extra conservative analysts raising questions in regards to the viability of crypto. The massive swings and explosive conduct of the crypto market is what makes them a sexy funding possibility when in comparison with different belongings however the indecisiveness of the present market can also be forcing traders to broaden their methods and modify them continuously.

Cryptocurrency market weekly overview. Supply: Coin360

One technique primarily based on this underlying rationale is momentum investing. As a refresher: A momentum technique consists of analyzing each day returns for an asset (e.g. cryptocurrencies, shares, indexes, and so on) and allocating the worst and the most effective performers into baskets. 

The technique is discovered to be profitable in conventional markets the place traders purchase the best-performing baskets and promote (quick) the worst performing baskets or to place merely, they’re bullish on the previous winners and pessimistic relating to the previous losers. 

As a variation from the unique technique, a person asset might be chosen as the most effective/worst performing asset that day as a substitute of investing in baskets. Following this methodology, an investor would retrieve each day knowledge for the most effective and worst performing asset, maintain it for 1 day then promote for a revenue on the next day. 

Momentum technique for the top-50 cryptos

As beforehand reported by Cointelegraph, analysis on cryptocurrency value motion discovered that making use of a momentum technique to the top-20 currencies out there was worthwhile if an investor purchased the most effective performing foreign money as a substitute of the worst performing foreign money every day. 

By increasing the pattern to the top-50 currencies out there, traders can discover even bigger swings from decrease market-capped cash that may supply traders a better return but additionally expose one to a better threat degree. 

After figuring out the each day winners and losers from the top-50, we assume that an investor holds every crypto for 1 day – buys its closing value that day and sells it the next day on the closing value.

Surprisingly, traders using this technique each day from January 1, 2019 to February 23, 2020, would generate a revenue as a substitute by shopping for the worst-performing foreign money — that is reverse to conventional markets. An investor would have achieved a cumulative return of 367% by shopping for the worst-performing cryptocurrencies (shopping for the losers) all through this era. 

Nonetheless, when accounting for a transaction value of 0.1%, as a way to mirror an actual funding situation, the cumulative returns of this technique are lowered to 284%. On the opposite facet of this technique, an investor who buys the most effective performing cryptocurrencies and sells them the next day will get a excessive destructive return for this era – the alternative consequence to what’s present in shares. 

From an annualized Sharpe ratio perspective, that means, the return an investor will get for its threat publicity, the shopping for the losers technique presents an important possibility because the Sharpe ratio is 1.78 when no transaction prices are thought-about. When these come into play, naturally, the Sharpe ratio reduces to 1.22. A Sharpe ratio beneath 1 is contemplating sub-par, whereas over 1 it’s thought-about an inexpensive consequence.  

Which cryptos carried out greatest and worst?

As seen within the top-20 situation, Bitcoin, Ether (ETH), XRP, Bitcoin Money (BCH) and Binance Coin (BNB) hardly ever seem because the each day worst-performing cryptos. Smaller cryptocurrencies equivalent to Synthetix Community Token (SNX) are very risky and appeared greater than 40 occasions because the worst and the best-performing crypto on totally different days. 

Moreover, throughout this era noticed, Crypto.com Coin (CRO) and Bitcoin Diamond (BCD) observe as those with most destructive appearances — 32 and 23 occasions, respectively.

High-50, momentum investing, and a deeper look into 2020

Wanting on the first month and a half of 2020, an investor using the shopping for the losers technique throughout this era would have generated a cumulative return of 160% (no prices) and of 150% when accounting for the aforementioned transaction price.

From a risk-adjusted efficiency perspective, shopping for the losers technique presents an important different for traders with a Sharpe ratio of three.95 (no transaction prices) and a Sharpe ratio of three.25 when accounting for the transaction prices.

The conduct over the past 7 days (from Feb. 17 – Feb 23)

Over the last 7 days of this evaluation, to include the latest market reactions, we discovered that the technique yielded a really low cumulative return of 0.66%…



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