APD

Air Products and Chemicals, Inc.US05/31/2026 · historical

Anchor-neighbor future return range

Median move
+2.51%
P05–P95 span
18.70%
Neighbors
18
Sharpness
0.63
Forecast vs realized (hit-rate)
8 of 10 forecast days elapsed · comparing realized close prices
Realized @ D+8
-0.18%
Outer 90%
8/8(100%)
Middle 50%
5/8(63%)
Above median
1/8(13%)
Below median
7/8(88%)

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: -4.40%P25: 0.38%P50: 2.51%P75: 6.85%P95: 14.30%

Computed at: 06/01/26, 02:45 AM · ESS 17.9 · horizon 10 bars

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