How to Use High‑Dimensional Machine Learning to Trade a Weak Yen‑Dollar Pair
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The Japanese yen and the U.S. dollar both lost ground last week, but the yen fell faster, leaving the USD/JPY pair near the 158‑level. For quantitative traders, this asymmetry creates a clear signal: the pair is more likely to find support around 158, while still being vulnerable to further downside if the yen continues to weaken. In this article we connect that market observation to modern high‑dimensional statistical tools and show how to embed the signal into a robust trading workflow. 1. The Economic Signal Behind “Both Currencies Weak, Yen Weaker” Last week the dollar index slipped into negative territory, reflecting weaker U.S....
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