So, you’re sitting at your computer with money to invest.
<p dir="auto">You have made some good money already in the market, but you want more.
<p dir="auto">Cryptocurrencies have reached a record $600 billion in market value after the recovery, with the inevitable $700 billion mark right around the corner.
<p dir="auto">The price movement of top currencies remains a mystery. But it doesn’t have to be.<br />
THE PAIN OF UNCERTAINTY
<p dir="auto">Cryptocurrencies are volatile, irrational beasts.
<p dir="auto">Simple methods of forecasting grossly over/underestimate the potential of a volatile currency.
<p dir="auto">For example, moving averages are used frequently to estimate future prices. Moving averages, however, suffer from many pitfalls that make them poor estimators of volatile markets.
<p dir="auto">Every great and successful investor has a plan. You will add one more tool to your arsenal today.<br />
A BETTER METHOD FOR ESTIMATING CRYPTO PRICES
<p dir="auto">In my prior article about estimating the movement of Bitcoin Prices, I spoke of a method that is used frequently in the stock world to estimate prices.
<p dir="auto">This method is a Monte Carlo simulation using the geometric Brownian motion model.
<p dir="auto">I won’t cover off on the full methodology here, but essentially I am going to:
<pre><code>Get historical daily prices for 10 top cryptocurrencies
Calculate daily returns
Simulate a year
Simulate a year many times
<p dir="auto">By the end of the article, you will have the following:
<pre><code>A one-year simulation of top cryptocurrencies
Likely price range of each cryptocurrency
A downloadable model to complete yourself
<p dir="auto">A note on forecasting, simulations, and recommendations: Monte Carlo simulations are to be used as guidelines and tools, not as gospel. I am not offering financial or investing advice.<br />
BITCOIN<br />
What is Bitcoin?
<p dir="auto">You know what Bitcoin is, stop it.<br />
Simulations<br />
<img src="https://images.hive.blog/768x0/https://steemitimages.com/DQmSNGxspL5u7bo9sTBpvj9CZgiFhxFcN1z5LUUKDteT8rs/c2.png" alt="c2.png" srcset="https://images.hive.blog/768x0/https://steemitimages.com/DQmSNGxspL5u7bo9sTBpvj9CZgiFhxFcN1z5LUUKDteT8rs/c2.png 1x, https://images.hive.blog/1536x0/https://steemitimages.com/DQmSNGxspL5u7bo9sTBpvj9CZgiFhxFcN1z5LUUKDteT8rs/c2.png 2x" /><br />
Verdict
<p dir="auto">We can be 95% certain that Bitcoin prices will fall between $4,179, and $273,028 with a median of $31,380.<br />
BITCOIN CASH<br />
What is Bitcoin Cash?
<p dir="auto">From the Bitcoin Cash project website:
<pre><code>“Bitcoin Cash is peer-to-peer electronic cash for the Internet. It is fully decentralized, with no central bank and requires no trusted third parties to operate.”
<p dir="auto">Really, it was an additional currency that was created after a fork from Bitcoin core.<br />
Simulations<br />
<img src="https://images.hive.blog/768x0/https://steemitimages.com/DQmNTBCiMKWGpL3siEGCyXHWw4QaCmn3VT4ebmMUCw3BKez/c3.png" alt="c3.png" srcset="https://images.hive.blog/768x0/https://steemitimages.com/DQmNTBCiMKWGpL3siEGCyXHWw4QaCmn3VT4ebmMUCw3BKez/c3.png 1x, https://images.hive.blog/1536x0/https://steemitimages.com/DQmNTBCiMKWGpL3siEGCyXHWw4QaCmn3VT4ebmMUCw3BKez/c3.png 2x" /><br />
Verdict
<p dir="auto">We can be 95% certain that Bitcoin Cash prices will fall between $94, and $94,225 with a median of $2,899.<br />
ETHEREUM<br />
What is Ethereum?
<p dir="auto">Ethereum is a decentralized platform that runs smart contracts: applications that run exactly as programmed without any possibility of downtime, censorship, fraud or third party interference.
<p dir="auto">Ethereum has been busy recently. Multiple steps have been pushed in motion for the upcoming large change — reaching a new consensus method.
<p dir="auto">From Jordan Daniel at ethnews.com:
<pre><code>Ethereum’s Byzantium hard fork was only one half of a two-part process designed to transition the decentralized application platform to a new method for reaching consensus — proof-of-stake. The next hard fork, called Constantinople, was recently discussed during an Ethereum core developer meeting and could include Vitalik Buterin’s Casper update.
<p dir="auto">Simulations<br />
<img src="https://images.hive.blog/768x0/https://steemitimages.com/DQmdjZzfDMJ2XTXj3vPJJVo7sFRxE9JeEgqDuyvPp88hWrm/c4.png" alt="c4.png" srcset="https://images.hive.blog/768x0/https://steemitimages.com/DQmdjZzfDMJ2XTXj3vPJJVo7sFRxE9JeEgqDuyvPp88hWrm/c4.png 1x, https://images.hive.blog/1536x0/https://steemitimages.com/DQmdjZzfDMJ2XTXj3vPJJVo7sFRxE9JeEgqDuyvPp88hWrm/c4.png 2x" /><br />
Verdict
<p dir="auto">We can be 95% certain that Ethereum prices will fall between $706, and $30,062 with a median of $4,791.<br />
EOS<br />
What is EOS?
<p dir="auto">EOS is a blockchain-based, decentralized operating system, designed to support commercial-scale decentralized applications by providing all of the necessary core functionality, enabling businesses to build blockchain applications in a way similar to web-based applications.<br />
Simulations<br />
<img src="https://images.hive.blog/768x0/https://steemitimages.com/DQmXs1ygEitZwXxWS1GcJmMK67jS4nRoN5ynG1nvRbYQ2Rp/c5.png" alt="c5.png" srcset="https://images.hive.blog/768x0/https://steemitimages.com/DQmXs1ygEitZwXxWS1GcJmMK67jS4nRoN5ynG1nvRbYQ2Rp/c5.png 1x, https://images.hive.blog/1536x0/https://steemitimages.com/DQmXs1ygEitZwXxWS1GcJmMK67jS4nRoN5ynG1nvRbYQ2Rp/c5.png 2x" /><br />
Verdict
<p dir="auto">We can be 95% certain that EOS prices will fall between $9.58, and $14,898 with a median of $307.<br />
LITECOIN<br />
What is Litecoin?
<p dir="auto">Litecoin is a peer-to-peer Internet currency that enables instant, near-zero cost payments to anyone in the world. Litecoin is an open source, global payment network that is fully decentralized without any central authorities.
<p dir="auto">Mathematics secures the network and empowers individuals to control their own finances. Litecoin features faster transaction confirmation times and improved storage efficiency than the leading math-based currency.
<p dir="auto">With substantial industry support, trade volume and liquidity, Litecoin is a proven medium of commerce complementary to Bitcoin.<br />
Simulations<br />
<img src="https://images.hive.blog/768x0/https://steemitimages.com/DQmbP6jnyhBq1LqJY4NtAFgtkzvg5HrfC6iuWs173eAzLf4/c6.png" alt="c6.png" srcset="https://images.hive.blog/768x0/https://steemitimages.com/DQmbP6jnyhBq1LqJY4NtAFgtkzvg5HrfC6iuWs173eAzLf4/c6.png 1x, https://images.hive.blog/1536x0/https://steemitimages.com/DQmbP6jnyhBq1LqJY4NtAFgtkzvg5HrfC6iuWs173eAzLf4/c6.png 2x" />
<p dir="auto">CONCLUSION
<p dir="auto">Whether you are investing in Bitcoin, Ethereum, or SpankCoin, it is imperative to have a plan. Most notably, a worst-case scenario.
<p dir="auto">The Monte Carlo simulation is a fantastic way to get a range of prices for a cryptocurrency. And after reading this, you can see how the final values change drastically depending on what you are looking at.
<p dir="auto">I urge you to download the sheet and try your own hand at simulating different coins. The sheet is setup to pull in every single coin from CoinMarketCap.<br />
Cheers, and happy hunting!
Good Job !
thanks man