Bitcoin (BTC)


Follow the Leader: Analyzing Bitcoin and Cryptocurrency Price Correlations

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Is there a correlation between the value actions of bitcoin and different cryptocurrencies and crypto belongings?

The reply to that query varies fairly a bit based mostly on which asset – and which era interval – you have a look at, in response to a latest CoinDesk evaluation of CryptoCompare knowledge by way of February 2017.

In some instances, the reply is comparatively easy. Cryptocurrencies have repeatedly entered durations the place a number of have moved in tandem.

For instance, various protocol belongings rallied following the SEC’s 10th March rejection of a proposed bitcoin ETF, after suffering widespread losses roughly one month earlier.

Yet in different situations, bitcoin’s losses have resulted in beneficial properties for various cryptographic belongings.

One key issue analysts have cited as influencing these value relationships is main occasions in the cryptocurrency house, like the rise and fall of distributed group The DAO or the SEC’s ETF rejection.

Leading as much as this occasion, bitcoin costs surpassed $1,300, reaching an all-time excessive, in response to the CoinDesk Bitcoin Price Index (BPI). Following the ruling, bitcoin costs plunged almost 30%, whereas different digital currencies skilled a rally that pushed some to contemporary, all-time highs.

Ether, for instance, surged greater than 200% in the week or so after the SEC shot down the proposed fund, in response to CoinMarketCap. Likewise, the value of monero rose greater than 100% since the ruling at factors, whereas ether basic additionally saw notable beneficial properties.

But how do they evaluate on an extended timeline? Let’s assessment the findings from our knowledge:

BTC and LTC: Birds of a feather

The most goal technique to look at the value relationship that exists between bitcoin and different digital currencies is to look at the accessible knowledge. Using this info, market observers can get a much better sense of precisely what these relationships appear like.

For some currency pairs, taking a look at quarterly knowledge is ample, as doing helps convey a powerful sense of the relationship between the two digital belongings in query.

BTC/LTC (litecoin) is a nice instance, as value knowledge reaching again to the last quarter of 2013 reveals six quarters the place the pair’s correlation surpassed zero.7, and three quarters the place it exceeded zero.eight.

This sturdy, constructive relationship is smart, as litecoin is to some extent a ‘spin-off’ of bitcoin, utilizing related applied sciences and designs.

It’s necessary to remember the fact that bitcoin and litecoin costs haven’t at all times had a powerful relationship, as their correlation has at instances broken down. ARK Invest’s Chris Burniske has famous that main as much as the SEC’s determination on the proposed Winklevoss ETF, the two digital currencies moved in several instructions.

Bitcoin and XRP: Total opposites

Another instance of a currency pair with a comparatively simple relationship is BTC/XRP, whose correlation remained beneath zero.2 throughout each quarter in 2015 and 2016.

When averaging all accessible value knowledge, the currency pair’s correlation falls to zero.02.

The two currencies are fairly distinct, a scenario famous by cryptocurrency fund supervisor Jacob Eliosoff, and this example may assist clarify their weak value relationship. Bitcoin and litecoin have differing worth propositions and goal separate audiences from XRP.

Miguel Vias, head of XRP markets at Ripple, supplied a distinct tackle BTC and XRP’s value relationship.

“I think that markets view XRP as a very stable digital asset, so they feel safe parking funds in XRP when they exit other assets. If someone wants to get out of BTC, but doesn’t want to necessarily move into fiat, he or she moves the value into XRP,” he mentioned.

Bitcoin and ETH: A altering story

For different digital currencies, a deeper dive is required to grasp the scenario.

While quarterly value knowledge for BTC/ETH (ether) reveals some modest correlations as excessive as zero.57, taking a look at seven-day averages paints a extra vivid image.

When considered by way of this extra short-term lens, correlations have reached as a lot as zero.98 throughout some durations. In the seven-day interval 1st–seventh August, 2016, the BTC/ETH value relationship remained above zero.90.

However, the correlation between these digital currencies fell sharply at instances, reaching as little as zero.04 throughout seven-day durations in August and October 2015.

ETC, XMR: Confusing instances

Ether basic is one other cryptocurrency that has had a diversified relationship with bitcoin. The correlation between the two has fallen to as little as zero.004 and risen to as a lot as zero.96, in response to CryptoCompare knowledge ranging again to July 2016.

The BTC/ETC pair displayed a very sturdy relationship early this 12 months, surpassing zero.90 throughout a number of seven-day durations in January. However, their correlation has repeatedly fallen to very low ranges, declining beneath zero.1 on many events and reaching as little as zero.009 in August 2016.

The BTC/XMR (monero) pair has had an identical story to that of BTC/ETH and BTC/ETC, as its seven-day value correlation has approached zero and surpassed zero.9 repeatedly.

This weekly relationship grew to become significantly sturdy earlier this 12 months, surging to zero.94 in January. In distinction, the pair hit a patch in February 2016 the place 5 straight seven-day classes produced a median beneath zero.2.

These two digital currencies have largely completely different conditions. While bitcoin was the first cryptocurrency to scale, monero has centered way more on making certain the privateness of its customers. While bitcoin was initially designed to supply customers privateness of their transactions, its pseudonymous nature has made its customers weak to identification.

Monero, on the different hand, has achieved a much more efficient job of offering consumer anonymity by way of ring signatures and stealth addresses.

As a outcome, this digital currency is constructing widespread adoption on the darknet.


The digital currencies examined on this article have extremely dynamic value relationships. Sometimes they transfer in tandem, and different instances their correlation may be very low.

In sure situations, the markets develop clear traits the place many cryptocurrencies transfer both greater or decrease over particular durations of time. During others, these digital currencies might show little or no value correlation.

As the cryptocurrency house turns into extra mature, nonetheless, the particular person digital belongings that compose this market might very effectively progress by way of carving out their very own particular person niches, a improvement that might trigger their value determinants to alter over time.

Should these digital currencies efficiently differentiate themselves in the eyes of merchants, their correlations might deteriorate additional.

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