APD

Air Products and Chemicals, Inc.US05/21/2026 · historical

Anchor-neighbor future return range

Median move
+0.85%
P05–P95 span
9.40%
Neighbors
26
Sharpness
0.81
Forecast vs realized (hit-rate)
10 of 10 forecast days elapsed · comparing realized close prices
Realized @ D+10
-5.21%
Outer 90%
7/10(70%)
Middle 50%
0/10(0%)
Above median
0/10(0%)
Below median
10/10(100%)

Higher band-hit rate = better prediction. Above/below median tells which direction the actual drifted from the forecast center.

Probability Cone (D+1 ~ D+10)

Quantile bands P05/P25/P50/P75/P95 for each horizon bar

MedianMiddle 50%Outer 90%Realized

Aggregated distribution (density strip)

Weighted aggregate across all horizon bars and neighbors

P05: -4.38%P25: -0.72%P50: 0.85%P75: 2.48%P95: 5.02%

Computed at: 05/22/26, 02:45 AM · ESS 25.9 · horizon 10 bars

Note: This distribution is not investment advice and reflects historical patterns shown for reference only.