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IQVIA Holdings Inc. (IQV) vs Aaa Corporate Bond Yield
Correlation
of % moves
-45%
In sync
of periods
37%
History
monthsmonths · through 2026-05
60
These move in the same direction about 37% of the time
Their swing sizes loosely mirror each other (~20% of the pattern is shared).
A real but noisy link — useful as context, risky as a standalone signal.
Both lines start at the same point — easy to compare when growth rates are similar.
What to Watch
Unusual right now
Recently tighter than usual — the pair is behaving differently than its long-run pattern.
Holds in both up and down markets
The relationship is similar whether prices are rising or falling — reliable in both directions.
Flips between sync and inverse
Sometimes the two move together, sometimes opposite. Don't treat this as a stable signal.
Advanced
Statistics
In sync(i)
37.3%
Headline metric
Movement correlation(i)
-45%
Based on % moves
95% CI
-63% → -21%
Likely range of correlation
Pipeline
Pipeline Summary
60 paired data points survived the monthly window.
Raw input
1,255
1,289
Normalized
1,255
1,289
Prepared
61
1,289
Aligned
60
60
Invalid removed
R²(i)
19.9%
Variance explained
Significance
p < 0.001
Statistical confidence
Data points
60
Thin
Time-Shifted Correlation
See how correlation changes when one series is offset in time. A taller bar at a non-zero shift means the two move together better when one leads the other — that's a potential lead/lag signal.
Correlation by shift
Click a bar to inspect. Range: -18 to 18 months.
Selected shift
No shift
Correlation at this shift
-45%
No shift — both series at their actual dates.
59 overlapping points at this shift
Baseline
-45%
No-shift correlation, matching the main time-series chart above.
Peak shift
No shift
-45%
A non-zero peak suggests one series lines up better when shifted against the other.
Stability
How the correlation evolves over time. A stable line means the relationship is reliable; large swings signal regime-dependent behavior.
Do They Crash Together?
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
-37%
12 periods · Return correlation when both series rose
Both Falling
-29%
10 periods · Return correlation when both series fell
Diverging
-79%
37 periods · Return correlation when series moved apart
Scatter
0
A: 0 / B: 0
Duplicates removed
0
A: 0 / B: 0
Alignment drops
1,230
A: 1 / B: 1229
Series A
IQVIA Holdings Inc. (IQV)
IQV
Stock · 1,255 raw → 61 prepared
Series B
Aaa Corporate Bond Yield
AAA
FRED · 1,289 raw → 1,289 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
13
Estimated crossover points between normalized spreads.
Slope
-0.2777
Linear regression slope.
Intercept
0.0100
Linear regression intercept.
Saved last month · ID: fred-aaa_stock-iqv_monthly_5y