BacktestingFactorsQuant tradingRTrading strategies
Revenge of the Stock Pickers
To say we’re living through extraordinary times would be an understatement. We saw the best part of 40% wiped off
Revenge of the Stock Pickers
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Quant tradingTime series modellingTrading strategies
A Vector Autoregression Trading Model
The vector autoregression (VAR) framework is common in econometrics for modelling correlated variables with bi-directional relationships and feedback loops. If
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Machine learningRTools of the trade
The Graphical Lasso and its Financial Applications
Way back in November 2007, literally weeks after SPX put in its pre-GFC all-time high, Friedman, Hastie and Tibshirani published
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BacktestingQuant tradingRZorro
Integrating R with the Zorro Backtesting and Execution Platform
In the last two posts, we implemented a Kalman filter in R for calculating a dynamic hedge ratio, and presented
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CointegrationQuant tradingTrading strategiesZorro
Pairs Trading in Zorro
In our previous post, we looked into implementing a Kalman filter in R for calculating the hedge ratio in a
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BacktestingCointegrationQuant tradingRTime series modellingTrading strategies
Kalman Filter Example:
Pairs Trading in RThis Kalman Filter Example post is the first in a series where we deploy the Kalman Filter in pairs trading.
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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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Deep learningKerasNeural networksRTools of the trade
Deep Learning for Trading Part 2: Configuring TensorFlow and Keras to run on GPU
This is the second in a multi-part series in which we explore and compare various deep learning tools and techniques for
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BacktestingMachine learningNeural networksQuant tradingRZorro
Neural Network Trading: A Getting Started Guide for Algo Trading
This article is adapted from one of the units of Advanced Algorithmic Trading. If you like what you see, check
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Quant tradingRTrading infrastructureZorro
How to Run Trading Algorithms on Google Cloud Platform in 6 Easy Steps
Earlier this year, I attended the Google Next conference in San Francisco and gained some first-hand perspective into what’s possible
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Quant tradingRTools of the trade
Solved: Errors Downloading Stock Price Data from Yahoo Finance
Recently, Yahoo Finance – a popular source of free end-of-day price data – made some changes to their server which
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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