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11.57 0.89 (8.29%) 08/13/2026
Candel Therapeutics, Inc. (CADL)
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Historical Price Distribution Analysis
Positive vs Negative Occurrences
Positive Occurance48.41%
Negative Occurance47.62%
Ratio1.02
Average Up/Down Moves
Average Positive Move3.71%
Average Negative Move-3.26%
Ratio-1.14
Maximum Up/Down Moves
Largest Positive Move16.44%
Largest Negative Move-14.08%
Ratio-1.17



Intervals Distribution Statistics
Most Recent intervals return of -7.65% ranks in the 4th percentile — an unusually weak move (bottom decile).
Central Tendency & Dispersion
Mean Return0.25%
Median Return0.12%
Std Dev (Volatility)4.63%
Observations121
Distribution Shape
Skewness0.21
Excess Kurtosis1.35
Jarque-Bera10.1 (non-normal)
Positively skewed (longer right tail).
Fat-tailed — outliers more likely than normal.
Tail Risk & Expectancy
Value at Risk (95%)-6.41%
Value at Risk (99%)-11.55%
Expected Shortfall (CVaR 95%)-9.33%
Expectancy / Period0.25%

Percentile Band
5th 25th Median 75th 95th
-6.41% -2.36% 0.12% 2.71% 7.94%
90% of intervals returns fall between -6.41% and 7.94%.

Key Observations
CADL posted 121 intervals returns averaging 0.25% (median 0.12%) with a 4.63% standard deviation. The distribution is positively skewed (longer right tail) with fatter-than-normal tails (elevated outlier risk), and a Jarque-Bera test classifies it as non-normal — lean on percentiles rather than σ to size risk. Positive periods occurred 50.4% of the time, giving an expectancy of 0.25% per period. In the worst 5% of periods, returns fell below -6.41%, averaging -9.33% (Expected Shortfall). The most recent move of -7.65% ranks in the 4th percentile — an unusually weak move (bottom decile).







Top 10 Negative Returns
DateReturns (%)
01-May | 04-May-2026-14.08
17-Apr | 20-Apr-2026-11.77
07-Oct | 08-Oct-2025-10.63
19-Sep | 22-Sep-2025-8.03
12-Aug | 13-Aug-2026-7.65
07-May | 08-May-2026-6.71
13-Mar | 16-Mar-2026-6.41
19-Dec | 22-Dec-2025-6.23
26-Jun | 29-Jun-2026-5.50
03-Jun | 04-Jun-2026-5.07
Top 10 Positive Returns
DateReturns (%)
19-Feb | 20-Feb-202616.44
13-Oct | 14-Oct-202511.94
15-May | 18-May-202611.01
15-Oct | 16-Oct-202510.33
23-Apr | 24-Apr-20268.31
16-Jan | 20-Jan-20268.11
04-Feb | 05-Feb-20267.94
15-Jun | 16-Jun-20267.40
27-Mar | 30-Mar-20267.37
12-Nov | 13-Nov-20256.72


Intervals Negative Returns Intervals Positive Returns
Return% Occurance# OccuranceReturn% Occurance# Occurance
below 0.0% 6.67 4 above 0.0% 6.56 4
below -0.5% 11.67 7 above 0.5% 9.84 6
below -1.0% 8.33 5 above 1.0% 13.11 8
below -1.5% 15.00 9 above 1.5% 8.20 5
below -2.0% 10.00 6 above 2.0% 8.20 5
below -2.5% 8.33 5 above 2.5% 8.20 5
below -3.0% 3.33 2 above 3.0% 4.92 3
below -3.5% 6.67 4 above 3.5% 4.92 3
below -4.0% 3.33 2 above 4.0% 8.20 5
below -4.5% 10.00 6 above 4.5% 3.28 2
below -5.0% 3.33 2 above 5.0% 4.92 3
below -6.0% 5.00 3 above 6.0% 4.92 3
below -7.0% 1.67 1 above 7.0% 4.92 3
below -8.0% 1.67 1 above 8.0% 3.28 2
below -9.0% above 9.0%
below -10.0% 5.00 3 above 10.0% 6.56 4

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