FX Factor Fair Value

Lasso regression · 13 factor/style ETF ratios vs SPY · 10 EM+G10 currency pairs
Data: Yahoo Finance (yfinance) · FRED · Generated: 2026-06-02
Currencies analyzed 10
Overvalued vs model 3
Undervalued vs model 7
Median residual -4.3%
Methodology: Lasso regression (α=0.9, 10-year window) maps 13 factor/style ETF ratios vs SPY to each FX rate. Residual = (actual − model) / actual × 100. Positive residual → currency overvalued relative to factor signals; negative → undervalued.
Factors: MTUM (Momentum), SPHB (High Beta), IWC (Micro Cap), IVW (LG Growth), IJT (SC Growth), IJR (Small Cap), IJS (SC Value), IJK (MC Growth), QUAL (Quality), IJJ (MC Value), VYM (High Div), IVE (LG Value), USMV (Min Vol).
Residual Scoreboard
Today's Cheap/Rich vs Factor Model
Red = positive residual (overvalued) · Blue = negative residual (undervalued)
Signal Table
All Currencies — Ranked by Signal Strength
R² = model fit on 30% holdout · Residual = current deviation from fair value
CurrencyResidualSignal
USDKRW +6.5% 0.897 Overvalued vs model
USDINR +4.9% 0.914 Overvalued vs model
USDTHB +3.5% 0.556 Overvalued vs model
USDBRL -13.8% 0.817 Undervalued vs model
USDNOK -6.9% 0.839 Undervalued vs model
USDSGD -6.0% -0.001 Undervalued vs model
USDZAR -5.3% 0.808 Undervalued vs model
USDMXN -4.8% 0.446 Undervalued vs model
USDSEK -3.8% 0.633 Undervalued vs model
USDCNH -3.1% 0.434 Undervalued vs model
Currency Explorer
Actual vs Fair Value Model — Full History
Select currency from dropdown · Right axis = residual % · Red dashed = model fair value
AI Commentary · google/gemma-4-31B-it · 2026-06-02 22:35 UTC
Value and high-dividend factors proxy global risk appetite and real yield differentials; strong performance in these styles typically signals a "risk-on" environment and capital inflows to EM assets, depressing USDBRL. A -13.8% residual indicates the BRL is significantly overvalued relative to these equity drivers, suggesting idiosyncratic local strength or an unsustainable deviation from global factor trends.