v0.5.0 🌌

Changes

🚀 Features

• Handle negative ts values & add option to only calculate ULs or expected ULs @StFroese (#21)

🐛 Bug Fixes

• Handle negative ts values & add option to only calculate ULs or expected ULs @StFroese (#21)
• raise limit for ts<0 @StFroese (#19)

v0.4.3 🌌

Changes

🐛 Bug Fixes

• Make cl & cl_type kwargs for ULFactory @StFroese (#17)
• Drop joblib in favour of concurrent.futures @StFroese (#16)

v0.4.2 🌌

Changes

• Update setup.cfg @StFroese (#13)

Bugfix

• catch neg ts vals @StFroese (#12)

Negative TS values occur when the iminuit optimization does not lead to the global minimum, but is close to it. If the proposed upper limit has a log-likelihood value smaller than the value from the optimization, the TS value is negative.
Fixed by setting ts=0 if ts<0 and close to zero |ts|<1e-3 else an error is raised

v0.4.1 🌌

Changes

Plotting of validation results is now separate to the calculation of the toy MCs.
Toy MCs can be saved in the same file as the upper limits

Bugfix

• remove print @StFroese (#9)

🚀 Features

• separate plotting for validation @StFroese (#10)

v0.4.0 🌌

Changes

Calculation of upper limits given mass range and channels

🚀 Features

• add ULFactory @StFroese (#7)

v0.3.0 🌌

You can now calculate an Upper Limit for a given model and measurement. Decide between QMu and QTildeMu test statistic as well as CLs or CLs+b method

Changes

• bump version number @StFroese (#6)
• fix test with seed @StFroese (#4)

🚀 Features

• Add ULCalculator @StFroese (#5)

v0.2.0 🌌

Changes

• add AsymptoticValidator @StFroese (#3)
• add cdf, pvalue, significance @StFroese (#2)
• Update README.md @StFroese (#1)

v0.1.0 🌌

Changes

• first implementation of test
• first implementation of asymptotics