All About Trading!

All About Trading!

What is the Least Angle Regression Model?

Presenting and Coding a Machine Learning Model on Time Series

Sofien Kaabar, CFA's avatar
Sofien Kaabar, CFA
Jul 13, 2025
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This article will discuss a machine learning model referred to as Least Angle Regressor. We will download a time series from an online source, transform it (i.e. make it stationary) and will simply apply the model’s tools to forecast t+1 values at each time step. We will just apply a simple performance evaluation tool, that is the accuracy (or hit ratio…

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