BacktestingFXRTime series modellingTrading strategiesZorro
Trading FX using Autoregressive Models
I’m a big fan of Ernie Chan’s quant trading books: Quantitative Trading, Algorithmic Trading, and Machine Trading. There are some
FX
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FXQuant tradingWhere does FX sit in a Systematic Trading Portfolio?
You rarely meet a rich forex trader. I’ve met plenty of rich traders who trade quant factors or stat arb.
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BacktestingFXQuant tradingZorroExploiting The Non-Farm Payrolls Drift
Anyone that’s been around the markets knows that the monthly release of the United States Department of Labor’s Non-Farm Payrolls
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BacktestingFXPythonZorroSimulating Variable FX Swaps in Zorro and Python
One of the ongoing research projects inside the Robot Wealth community involves an FX strategy with some multi-week hold periods.
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BacktestingDeep learningFXKerasNeural networksR
Deep Learning for Trading Part 4: Fighting Overfitting with Dropout and Regularization
Deep Learning for Trading Part 4: Fighting Overfitting is the fourth in a multi-part series in which we explore and compare
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BacktestingDeep learningFXKerasNeural networksQuant tradingRZorro
Deep Learning for Trading Part 3: Feed Forward Networks
This is the third in a multi-part series in which we explore and compare various deep learning tools and techniques for
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FXMachine learningQuant tradingR
Optimal Data Windows for Training a Machine Learning Model for Financial Prediction
It would be great if machine learning were as simple as just feeding data to an out-of-the box implementation of
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FXMachine learningQuant tradingRZorro
Machine learning for Trading: Part 2
Introduction My first post on using machine learning for financial prediction took an in-depth look at various feature selection methods
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BacktestingFXRTime series modellingTrading strategies
Time Series Analysis: Fitting ARIMA/GARCH predictions profitable for FX?
Recently, I wrote about using mean-reversion time series models to analyze financial data and build trading strategies based on their
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BacktestingCointegrationFXQuant tradingRTrading booksTrading strategiesZorro
Exploring Mean Reversion and Cointegration: Part 2
In the first Mean Reversion and Cointegration post, I explored mean reversion of individual financial time series using techniques such
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CointegrationFXQuant tradingRTrading booksZorro
Exploring mean reversion and cointegration with Zorro and R: part 1
This series of posts is inspired by several chapters from Ernie Chan’s highly recommended book Algorithmic Trading. The book follows Ernie’s
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BacktestingFXk-means clusteringMachine learningQuant tradingRTrading strategiesZorroA Robust Trading Framework Built with K-Means Clustering
Important preface: This post is in no way intended to showcase a particular trading strategy. It is purely to share