I ran some tests of my own with simulated automated trading strategies over the past few years of historical Bitcoin price data. I used a genetic algorithm to encode a range of time parameters for MACD, along with different trading triggers and amounts. After a day or two of running it against a huge number of permutations and generations optimized for highest overall return, I came to a similar conclusion: the fitte…
Depending on the automated strategy, they can dramatically reduce risk though. That has value well beyond the simple return of buy and hold, where if you don't time the sell perfectly, it's all useless. I think that's the big advantage automated trading strategies can have if designed well.
Cryptocurrency Analysis with Python – Buy and Hold
21–30 of 70 posts
Re: Cryptocurrency Analysis with Python – Buy and Hold
#22Earlier quoted context omitted.
It's not irrational. It's an asset whose price is rising. If you want to make money, it's a good asset to trade. Just avoid hodling the bag when the music stops...
> Just avoid hodling the bag when the music stops... and how do you know exactly when the music has stopped?
Re: Cryptocurrency Analysis with Python – Buy and Hold
#23I ran some tests of my own with simulated automated trading strategies over the past few years of historical Bitcoin price data. I used a genetic algorithm to encode a range of time parameters for MACD, along with different trading triggers and amounts. After a day or two of running it against a huge number of permutations and generations optimized for highest overall return, I came to a similar conclusion: the fitte…
Re: Cryptocurrency Analysis with Python – Buy and Hold
#24Unless you can include the complete irrationality of the users fueling the crypto bubble to get rich into the statistical model, any statistical analysis of those prices will be misleading. Traditional historical trend analyses of stock prices assume the market is somewhat rational. (but not 100% efficient, which is where money can be made)
Re: Cryptocurrency Analysis with Python – Buy and Hold
#25Don't work with closing prices for statistical analysis. Work with returns (really log returns). This would have simplified some of the code, and made the plots in the same units rather than requiring separate axes. More detail: https://quantivity.wordpress.com/2011/02/21/why-log-returns/
What do you mean by those plots currently have different units? Don't they consider the price in dollars as the unit?
Re: Cryptocurrency Analysis with Python – Buy and Hold
#26Earlier quoted context omitted.
It's not irrational. It's an asset whose price is rising. If you want to make money, it's a good asset to trade. Just avoid hodling the bag when the music stops...
> Just avoid hodling the bag when the music stops... and how do you know exactly when the music has stopped?
Re: Cryptocurrency Analysis with Python – Buy and Hold
#27Earlier quoted context omitted.
It's not irrational. It's an asset whose price is rising. If you want to make money, it's a good asset to trade. Just avoid hodling the bag when the music stops...
> Just avoid hodling the bag when the music stops... and how do you know exactly when the music has stopped?
Re: Cryptocurrency Analysis with Python – Buy and Hold
#28Earlier quoted context omitted.
It's not irrational. It's an asset whose price is rising. If you want to make money, it's a good asset to trade. Just avoid hodling the bag when the music stops...
> Just avoid hodling the bag when the music stops... and how do you know exactly when the music has stopped?
Re: Cryptocurrency Analysis with Python – Buy and Hold
#29Earlier quoted context omitted.
It's not irrational. It's an asset whose price is rising. If you want to make money, it's a good asset to trade. Just avoid hodling the bag when the music stops...
> Just avoid hodling the bag when the music stops... and how do you know exactly when the music has stopped?
Even if you know when the music hasn't stopped yet, it's very hard to get anyone to listen.
Re: Cryptocurrency Analysis with Python – Buy and Hold
#30At our local Chicago Python User group chapter (chipy.org) one of the organizers of the Financial Group did a similar analysis. HODL is extremely hard to beat if not impossible. See https://github.com/Chipy-Finance/CryptoTechnicals/blob/maste... https://github.com/Chipy-Finance/CryptoTechnicals/blob/maste... There is more in the github directory also.