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Predicting Bitcoin Returns with Momentum Effect and Investor Attention Effect

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Yale economists have proposed a new model for predicting bitcoin’s future valuation based on historical price data and Google search queries. According to the researchers, momentum and investor attention are the two key factors that can enable market participants to accurately predict future returns.

Predicting Bitcoin

In a newly published study called “Risks and Returns of Cryptocurrency,” economists Aleh Tsyvinski and Yukun Liu claim the Momentum Effect and Investor Attention Effect can accurately predict the future valuation of leading cryptocurrencies like bitcoin, Ethereum and Ripple XRP.

The Momentum Effect

The Momentum Effect essentially states that cryptocurrency prices are more likely to continue rising following a significant breakout. For example, a large rally in bitcoin one week is likely to generate continued growth the following week. In this vein, momentum applies to cryptocurrencies in the same way it does to stocks, bonds and currencies, though the size of the rallies are usually much larger tha conventional assets

“Momentum is actually something simple,” Tsyvinski said in an interview with CNBC. “If things go up, they continue to go up on average, and if things go down, they continue to go down.”

The researchers believe that the best strategy for making money in crypto is to buy an asset after its price has already spiked and sell it just seven days after purchase. Using this strategy, a trader can still make an average of 11% on bitcoin even if they bought it following a 20% increase.

Tsyvinski explained that the Momentum Effect was stronger for bitcoin than for Ethereum or XPR, although still statistically significant for the latter two.

The Investor Attention Effect

The level of interest and hype around cryptocurrencies also plays a significant role in predicting price movements, the researchers claim. The Investor Attention Effect measures Google and social media search trends for terms like “bitcoin” “Ethereum,” and “cryptocurrency.” The higher the search results, the greater the chances of rising prices.

“For weekly returns, the Google search proxy statistically significantly predicts 1-week and 2-week ahead returns,” the report says.

This is not unlike what Hacked has reported several times before: Google search trends for crypto keywords are positively correlated with rising values. In June, we reported that Google searches for “bitcoin” had fallen to nine-month lows, a sign that first-time buyers were no longer flooding the market.

Google search trends gave “bitcoin” a perfect score of 100 back in December, around the time that BTC was trading at all time highs. Our view at the time was the following:

“Bitcoin’s bull market was largely predicated on the arrival of new traders buying cryptocurrency for the first time… Without new first-time buyers entering the market, bitcoin could face a prolonged lull period characterized by sideways movement and false breakout patterns.”

That outlook has largely panned out in the midst of multiple peaks and troughs.

Disclaimer: The author owns bitcoin, Ethereum and other cryptocurrencies. He holds investment positions in the coins, but does not engage in short-term or day-trading.

Featured image courtesy of Shutterstock.

Important: Never invest (trade with) money you can't afford to comfortably lose. Always do your own research and due diligence before placing a trade. Read our Terms & Conditions here. Trade recommendations and analysis are written by our analysts which might have different opinions. Read my 6 Golden Steps to Financial Freedom here. Best regards, Jonas Borchgrevink.

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4.6 stars on average, based on 695 rated postsSam Bourgi is Chief Editor to Hacked.com, where he leads content development for one of the world's foremost cryptocurrency resources. Over the past eight years Sam has authored more than 10,000 articles and over 40 whitepapers in the fields of labor market economics, emerging technologies, cryptocurrency and traditional finance. Sam's work has been featured in and cited by some of the world's leading newscasts, including Barron's, CBOE and Forbes. Contact: sam@hacked.com Twitter: @hsbourgi




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Zcash Price Analysis: ZEC/USD Shaping Up for Another Potential Fall; Coinbase Giving Zcash Away

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  • Zcash saw a decent bounce on Wednesday, jumping over 6%, but technical there are still some vulnerabilities.
  • Coinbase as part of their ‘12 days of Coinbase’ campaign, will be giving away ZEC to families in need in Venezuela.

ZEC/USD enjoyed a string of gains on Wednesday, jumping as much as 6% in the session. This appears to be somewhat of a consolation move for the bulls, as the sellers look to be exhausted. There has been little direction since the heavy pressure to the downside slowed down and stabilized on the 7th December. The price through the month of November dropped a hefty 63%, with that being carried through into December.

Coinbase Giving Away ZEC

Just a couple of weeks ago the popular U.S. cryptocurrency exchange Coinbase announced the listing of ZEC. They are now facilitating ZEC trading via Coinbase Pro, the proprietary trading platform. The service was made available for Coinbase Pro users in the U.S, U.K, the European Union, Singapore, Australia and Canada. On the back of this, ZEC/USD had jumped as much as 20% over the course of the day, following the announcement.

Most recently, Coinbase launched a Christmas campaign, which entails a series of announcements, dubbed “12 days of Coinbase.” Today was the second day, in which they detailed a gift in aid for distressed families in Venezuela. To provide help to these families, Coinbase will be donating $10,000 in Zcash to GiveCrypto.org. This is a nonprofit organization, which distributes cryptocurrency to people within poverty struck living conditions. $1.00 USD worth of ZEC will be deposited into crypto wallets of over 100 families in Santa Elena every day for three months.

Technical Review – ZEC/USD

ZEC/USD 4-hour chart

As touched upon above, ZEC/USD had been provided with a relief bounce in the session. However, price action is still moving within a bearish pennant pattern structure. This has been forming since the 7th December, within this consolidation mode. Price action is narrowing following the steep drop just some days ago. Technically, it does typically spell further potential trouble when behavior is as such currently seen – generating a calm before a further potential storm caused by the rampant bears.

ZEC/USD weekly chart

Given the above-mentioned pattern formation, ZEC/USD is vulnerable to another steep drop. Near-term support of this pennant should be noted at around $54.60. Should the bears manage to force a break, then expect the flood gates to open. A further wave of selling would likely follow, with the next major area of support, not seen until the $30 territory. The price was last down at these levels in February 2017. A demand zone can be seen running from $35 down to $26.

Disclaimer: The author owns bitcoin, Ethereum and other cryptocurrencies. He holds investment positions in the coins, but does not engage in short-term or day-trading.

Featured image courtesy of Shutterstock.

Important: Never invest (trade with) money you can't afford to comfortably lose. Always do your own research and due diligence before placing a trade. Read our Terms & Conditions here. Trade recommendations and analysis are written by our analysts which might have different opinions. Read my 6 Golden Steps to Financial Freedom here. Best regards, Jonas Borchgrevink.

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4.5 stars on average, based on 80 rated postsKen has over 8 years exposure to the financial markets. During a large part of his career, he worked as an analyst, covering a variety of asset classes; forex, fixed income, commodities, equities and cryptocurrencies. Ken has gone on to become a regular contributor across several large news and analysis outlets.




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EOS Price Analysis: Cardano Founder Charles Hoskinson Warns of Regulatory Action Against EOS

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  • Charles Hoskinson projects some form of action from the SEC on EOS.
  • EOS/USD enjoys a relief rally on Wednesday, as price moves further north following recent bounce.

The EOS price hasn’t done much but decline of late. Back in August, EOS/USD entered into a very stubborn narrowing range. The price had been confined within this mode of trading right up until November. The range was seen from the $6 territory down $4 area. On the 19th November, EOS/USD bears had finally pushed for a breakout to the downside, from this mentioned range-block. Following this fall, the price plummeted over 60%, over the course of 3 weeks.

Cardano Founder Hoskinson Expresses EOS Regulatory Concerns

The Cardano (ADA) founder, Charles Hoskinson, has beliefs that EOS chief developer of the network is likely to face strong action from regulatory bodies. The SEC would be a potential regulator that investigates their $4bln ICO, as he has described as “egregious.”

Speaking at a press conference in Edinburgh, Charles Hoskinson has made a projection that the Securities and Exchange Commission will look at taking firm measures against Block.One. He believes that this would be done due to the way it had run and hosted the EOS ICO.  Hoskinson further detailed how the EOS token sale sits within the remit of the regulators for them to review the potential for harm of retail investors in the United States.

Charles Hoskinson Anticipating SEC Action on EOS

Hoskinson predicted that the SEC will likely bring punitive measures against Block.One for the way it ran the EOS Initial Coin Offering. The IOHK leader explained that EOS’ token sale falls well within the regulator’s remit to take action against any financial activity which harms US retail investors.

There were several fundamental issues with the EOS ICO, which clearly raise red flags, from Hoskinson’s view. He expressed for particular focus on the amount they had raised over the course of a year, in addition to their “utter lack of respect” for investors. Hoskinson said, the SEC “needed” to take action.

Technical Review – EOS/USD

EOS/USD daily chart

Most recently, the price has managed to stabilize, which could be due to sellers exhaustion. A bounce was seen on 7th December, after falling to a low of around $1.55. The bulls are attempting to make a convincing push back into the $2 territory. Demand in the near-term should now be observed from that recent low, $1.55 up to $1.80.

It is interesting to note the area of which EOS/USD received some comfort on 7th December (this is a known acting support). Back in November 2017 during the big bull run, the price consolidated within the mentioned demand zone for a brief period. This came before continuing its strong move to the north.

Downside Observations

EOS/USD daily chart

Should the near-term area of support fail to hold, then there could be some devastating moves to the downside. A breach of the $1 mark could very well be seen. The next major demand area will be within the depths of $0.90 region. EOS/USD had last traded down here again within the early part of Nov 2017 bull run.

Disclaimer: The author owns bitcoin, Ethereum and other cryptocurrencies. He holds investment positions in the coins, but does not engage in short-term or day-trading.

Featured image courtesy of Shutterstock.

Important: Never invest (trade with) money you can't afford to comfortably lose. Always do your own research and due diligence before placing a trade. Read our Terms & Conditions here. Trade recommendations and analysis are written by our analysts which might have different opinions. Read my 6 Golden Steps to Financial Freedom here. Best regards, Jonas Borchgrevink.

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4.5 stars on average, based on 80 rated postsKen has over 8 years exposure to the financial markets. During a large part of his career, he worked as an analyst, covering a variety of asset classes; forex, fixed income, commodities, equities and cryptocurrencies. Ken has gone on to become a regular contributor across several large news and analysis outlets.




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Stellar Price Analysis: XLM/USD on the Road to Losing the $0.10 Mark; Coinbase Can’t Save XLM for Now

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  • XLM bears are pressing hard for a drop below the big $0.10 mark, as markets remains down across the board.
  • There could be room for another 8% price drop if support is broken, looking via the XLM/BTC chart view.

Stellar’s XLM is subject to giving up the big $0.10 level. Across the board there have been a several key psychological price breaks. Cryptocurrencies are being forced to give way, due to strength of the current bear market. When prices drop below these closely looked at levels, it only seems to spark further worry and panic. A fresh wave of selling pressure is then invited. Over the past five weeks, XLM/USD has fallen a chunky 63%, from the $0.29 territory, down to a recent low of $0.1010.

Consolidation Mode – Bears Rubbing Paws Together

XLM/USD daily chart

Over the past four sessions, there has been some stabilization following the deep push on 6th December, where XLM/USD fell to $0.1010. The price is moving within consolidation mode, something that is seen across the market. Technically, this only spells more danger – a calm before the storm potentially for cryptocurrencies. This type of behavior has been seen over and over again during this aggressively stubborn downward trend.

What if $0.10 is Breached?

As noted on numerous occasions, this move is uncharted territory already, falling from the heights seen at the start of the year. Market participants are already fueled with a serious amount of FUD, so such technical breaks will only cause more damage. This isn’t due to anything fundamental relating to the Stellar foundation, as their developments continue to remain very much sound and strong. One must gauge how further this can fall, via XLM/BTC chart view.

Technical Review – XLM/BTC

XLM/BTC daily chart

XLM/BTC continues to flirt with a critical area of support, and a failure to hold will be catastrophic. This zone held in the most recent fall on 7th December; despite the long lower wick below, the price still managed to close above. XLM/BTC has not been and closed below 0.000035 territory since September 19th. Should a breach occur, which if the current pace of momentum maintains its course could very well happen, another 8% drop may follow.

Lastly, it is worth keeping an eye out of the potential formation of a head and shoulder pattern. The left shoulder and head have been crafted via XLM/BTC daily chart. There is certainly a possibility that the bulls come back to life, forcing a bounce at the above-mentioned support. A right shoulder could then move towards heights back within the $0.00004000-4500 range. This is where the next major of supply can be observed.

Disclaimer: The author owns bitcoin, Ethereum and other cryptocurrencies. He holds investment positions in the coins, but does not engage in short-term or day-trading.

Featured image courtesy of Shutterstock.

Important: Never invest (trade with) money you can't afford to comfortably lose. Always do your own research and due diligence before placing a trade. Read our Terms & Conditions here. Trade recommendations and analysis are written by our analysts which might have different opinions. Read my 6 Golden Steps to Financial Freedom here. Best regards, Jonas Borchgrevink.

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4.5 stars on average, based on 80 rated postsKen has over 8 years exposure to the financial markets. During a large part of his career, he worked as an analyst, covering a variety of asset classes; forex, fixed income, commodities, equities and cryptocurrencies. Ken has gone on to become a regular contributor across several large news and analysis outlets.




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Hacked.com and its team members have pledged to reject any form of advertisement or sponsorships from 3rd parties. We will always be neutral and we strive towards a fully unbiased view on all topics. Whenever an author has a conflicting interest, that should be clearly stated in the post itself with a disclaimer. If you suspect that one of our team members are biased, please notify me immediately at jonas.borchgrevink(at)hacked.com.

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