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Algorithmic Crypto Trading XIV: Portfolio

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In this article, we discuss combining previously learned concepts about rule-based strategies, backtesting, and risk management. A core insight: a single strategy can't be profitable all the time, but only during the market conditions for which it's designed.

TrendCatcher Strategy Performance

Let's look at a long-only trend-following strategy with these results:

  • Overall Profit: 5,806%
  • Historical Drawdown: 38%
  • Winning trades: 30%

Trend Catcher Long

A corresponding short version generated 81% profit with 33% drawdown and 36% win rate.

Trend Catcher Short

Portfolio Construction Benefits

When combining long and short versions on the same account, traders achieved $113,216 compared to $30,700 when running separately—almost four times more. The strategies show low correlation, meaning they generate profits and losses at different moments.

Trend Catcher Portfolio

Correlation TC Portfolio

Correlation Chart Trend Catcher Portfolio

Robuxio's Diversified Approach

We use 12 total strategies:

Long strategies: MomentumCatcher, TheMoon, HighFlyer, Puncher, VolatilityCatcher, TrendCatcher, TheRebounder, BargainHunter, DipHunter

Short strategies: TrendCatcherShort, BearishBulldozer, FakeBar, PumpPopper, PumpNdump, GameOver

Robuxio Trend Portfolio

Combined results: 49,000% profit with only 15% maximum drawdown and 53% win rate.

TrendCatcher vs Robuxio

Correlation Trend Robuxio

Mean Reversion Strategies

Robuxio MR Portfolio

Robuxio MR Correlation

Combined Portfolio

Robuxio Medium Portfolio vs TrendCatcher

Correlations Bar

Robuxio Return Correlations

Robuxio Drawdown Correlations

Key Takeaway

Uncorrelated strategies enable superior risk-adjusted returns. Trading this portfolio is not a simple task and requires robust infrastructure—Robuxio's core service offering.

In the next article, we will discuss drawdowns – how to understand them, survive them, and use them to improve your trading.

Dries – Robuxio

Disclaimer: All information provided by Robuxio.com is intended solely for the purpose of studying topics related to crypto trading and is in no way intended as a specific investment or trading recommendation. We are not a registered broker or investment advisor. Trading and investing in financial instruments (and cryptocurrencies in particular) is high risk. The decision to trade cryptocurrencies is the responsibility of each individual and only they are fully responsible for their decisions.

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