First comes the theory, which allows you to establish the expected mathematical relationship.
Then experiments decide how well the theory explains observations.
Once your are confident in your equation, you do lots of experiments.
The Higgs boson is the latest example of doing many experiments to calculate something. It turns out the two leading theories were wrong.
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