Algorithmic Trading

Welcome to my algo trading journey, a space dedicated to exploring the fascinating world of algorithmic trading. Here, I share my exploratory trading algorithms and the insights I’ve gained along the way. As a learner diving into this complex field, my goal is to document my experiments, results and growth.

Join me as I learn, experiment and share my experiences in this exciting venture into algorithmic trading!

Strategies

Gold Futures vs GLD ETF Spread-Based Trading Strategy

Gold futures-ETF spread strategy tested using algorithmic trading and analytics.

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Analyzing Gold Futures and GLD ETF Performance

Analyzes gold price dynamics and ETF divergence amid macroeconomic shifts.

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Bollinger Bands + RSI + EMA

Bollinger Bands indicator used alongside RSI and EMA indicators.

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An Analysis on the Monthly Price Changes of Top-traded ETFs

This report analyzes historical data of top-traded ETFs, identifying the best months for investing and the probability of gains, offering insights to optimize your investment strategy.

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The Importance of Factoring in Commission

Here we explore how commission fees drastically impact algorithmic trading results using the MACD + Stochastic strategy as an example.

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MACD + Stochastic

Moving Average Convergence/Divergence indicator used alongside the Stochastic Oscillator indicator.

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EMA 9, SMA 20 Crossover

Simple Moving Average (SMA) with a 20-period window traded against the Exponential Moving Average (EMA) with a 9-period window.

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