Picture this: you’re watching the AUD/USD spike after a surprise RBA rate announcement, but at the same time, the USD/JPY is barely moving. Or, you see EUR/USD and AUD/USD both rising, and wonder if it’s a USD move or something more. If you’ve ever been caught off guard by sudden shifts in the FX majors, understanding their correlations is essential—not just for academics, but for real risk management and opportunity spotting.
My usual workflow starts with downloading daily closing data for the major pairs (USD/AUD, EUR/USD, USD/JPY, GBP/USD, and sometimes USD/CAD or USD/CHF). I use Yahoo Finance or investing.com for this—free, quick, and reliable.
Here’s a screenshot from my last data pull using Yahoo Finance:
Once I’ve got the data, I dump it into Excel or Python (pandas is my go-to). The next step is to calculate daily returns (percent change) and then run pairwise correlation coefficients.
Here’s where things get interesting. Over several years—and even in short bursts—the correlation between USD/AUD and other majors can flip. For instance, during risk-off events (think: COVID panic in March 2020), USD/AUD and USD/JPY often move differently: the yen becomes a safe haven, while AUD, as a commodity currency, gets sold off.
Actual data from 2020-2023 shows:
In June 2022, when the Fed surprised markets with a 75bp hike, I watched live as USD/AUD dropped (AUD strengthened), EUR/USD fell (USD strengthened), and USD/JPY surged as well (USD even stronger). The correlation matrix that week was all over the place.
Lesson: Sometimes it’s not just about USD strength or weakness, but how each currency’s domestic factors (like commodity prices for AUD, or BOJ policy for JPY) interact with global flows.
I once tried to hedge AUD/USD exposure with a short in USD/JPY, thinking both would move together if USD strengthened. That backfired—USD/JPY rallied, but AUD/USD barely moved because of strong iron ore prices supporting the AUD. This taught me to always check the rolling correlation (I use a 30-day window) before assuming pairs will move in sync.
Pro tip: Most platforms now let you plot these rolling correlations directly. Here’s a sample from MetaTrader:
Here’s where things get even more “behind the scenes.” Regulatory standards for verifying cross-border trade (think: “verified trade” for customs or payment settlement) can influence FX flows—especially in the AUD, which is heavily exposed to Asia-Pacific supply chains.
Take the differences between Australian and US standards. According to the World Customs Organization (WCO, 2023), Australia uses a single window for trade verification, while the US relies on a mix of CBP (Customs and Border Protection) and USTR oversight. These process differences can cause short-term distortions in FX flows, especially around reporting dates or compliance changes.
Country | Standard Title | Legal Basis | Enforcement Agency |
---|---|---|---|
Australia | Integrated Cargo System (ICS) | Customs Act 1901 | Australian Border Force |
United States | Automated Commercial Environment (ACE) | 19 CFR (Customs Regulations) | US Customs and Border Protection (CBP) |
European Union | Union Customs Code (UCC) | Regulation (EU) No 952/2013 | European Commission (TAXUD) |
Japan | NACCS (Nippon Automated Cargo and Port Consolidated System) | Customs Law of Japan | Japan Customs |
You’ll see that the enforcement and documentation requirements can differ quite a bit, which sometimes leads to reporting lags or mismatches in trade-related FX flows, especially for currencies like the AUD that are trade-driven.
A few years ago, I tracked an episode where Chinese importers rushed to clear iron ore shipments before new Chinese customs verification rules took effect. The result? Sudden, unexplained spikes in AUD/USD volumes and a temporary break in correlation with EUR/USD and USD/JPY.
“When customs rules change, even the best models can get blindsided,” said an ANZ FX strategist on AFR.com.
It’s a reminder to always stay alert for policy-driven shocks, especially in pairs like USD/AUD that are heavily trade-linked.
I once asked a senior trader at a major bank how he handles these shifting relationships. His answer stuck with me:
“Correlations are like weather forecasts—they’re useful, but you don’t bet the farm on them. Always keep an eye on fundamentals and news flow, because one big headline can flip everything on its head.”
To wrap it up: USD/AUD correlations with other majors are dynamic and can be powerful tools—if you treat them as guides, not gospel. Always check the latest data, be aware of the regulatory and trade backdrop, and don’t be afraid to dig deeper into what’s moving each leg of the pair.
For actionable next steps:
References: