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Correlation Analysis

Durable Goods Orders vs Schwab Fundamental U.S. Small Company ETF

DGORDER vs FNDA

+0.425

Moderate positive

When one moves up, the other tends to follow.

F

Durable Goods Orders

DGORDER

F

Schwab Fundamental U.S. Small Company ETF

FNDA

Apr 1, 2021 — Feb 1, 2026Monthly59 data pointsFREDStock

AI Analysis

The correlation between DGORDER, which reflects order volumes in the economy, and the Schwab Fundamental U.S. Small Company ETF suggests a moderate relationship, indicating that increases in order volumes are often associated with rising small-cap stock prices. Notably, DGORDER tends to lead changes in the ETF by about 14 months, implying that shifts in economic activity may precede movements in small company stocks. However, while there is a statistically significant relationship, the relatively low R-squared indicates that other factors also play a significant role in influencing small-cap performance, so this correlation should be considered as one piece of a larger investment strategy.

Time Series

Relative Performance

Green: DGORDERGray: FNDA59 of 59 points

Who Moves First

Durable Goods Orders leads FNDA by 14 months

Durable Goods Orders tends to move before FNDA.

After testing 37 timing shifts, the strongest relationship was +0.717 (they moved in the same direction).

Stability

Rolling Correlation

How the correlation evolves over time. A stable line means the relationship is reliable; large swings signal regime-dependent behavior.

Dashed line = zero correlationRange: -1 to +1

Do They Crash Together?

Correlation by Market Regime

How these series behave when markets are rising, falling, or diverging. A correlation that holds in drawdowns is very different from one that only works in rallies.

Both Rising

+0.518

17 periods · Return correlation when both series rose

Both Falling

+0.671

11 periods · Return correlation when both series fell

Diverging

-0.576

30 periods · Return correlation when series moved apart

R-Squared

18.1%

Share of variance in one series explained by the other.

Trend Agreement

48.3%

How often both series moved in the same direction period-to-period.

Overlap Quality

59

Thin shared window — 59 usable pairs.

Significance

p < 0.001

95% CI: [0.190, 0.615]

Scatter

XY Regression

245,297260,000280,000300,000320,000340,000351,38521.642224262830323435.41Durable Goods OrdersSchwab Fundamental U.S. Small Company ETFData pointsFit (r = 0.425)

Pipeline

Data quality details

Pipeline Summary

59 paired data points survived the monthly window.

Raw input

409

1,254

Normalized

409

1,254

Prepared

409

61

Aligned

59

59

Invalid removed

0

A: 0 / B: 0

Duplicates removed

0

A: 0 / B: 0

Alignment drops

352

A: 350 / B: 2

Series A

F

DGORDER

FRED · 409 raw → 409 prepared

Series B

F

Schwab Fundamental U.S. Small Company ETF

FNDA

Stock · 1,254 raw → 61 prepared

Sign agreement

100.0%

How often both values share the same sign.

Zero crossings

11

Estimated crossover points between normalized spreads.

Slope

0.0001

Linear regression slope.

Intercept

8.7341

Linear regression intercept.

Related Extremes

Highest and Lowest Correlated

DGORDER

Durable Goods Orders

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Highest

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Lowest

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FNDA

Schwab Fundamental U.S. Small Company ETF

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Highest

No additional saved correlations yet.

Lowest

No additional saved correlations yet.

Saved 5 hours ago · ID: fred-dgorder-vs-stock-fnda-monthly