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For constrained nuisances the gradient was not stopped in the constraint term of the likelihood. The stop gradient for frozen parameter is now moved into the "get_theta()" and "get_poi()" functions and thus applied whenever it is called.
The "get_theta()" "get_poi()" function was also renamed, previously "get_blinded_theta()" and "get_blinded_poi()", to reflect the more general purpose.

@davidwalter2 davidwalter2 force-pushed the 260126_fixFreezingParameterFunctionality branch from cf2f3c5 to 363b010 Compare January 26, 2026 18:57
@lucalavezzo lucalavezzo merged commit a2f136d into WMass:main Jan 26, 2026
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2 participants