iminuit Statistical Fitter Purpose Provides expert guidance on iminuit for statistical fitting in physics, including proper error estimation and profile likelihood calculations. Capabilities - MINUIT minimization algorithms - HESSE error matrix calculation - MINOS asymmetric error estimation - Profile likelihood computation - Constrained fitting - Simultaneous fit orchestration Usage Guidelines 1. Model Definition : Define cost function for minimization 2. Minimization : Run MIGRAD for parameter estimation 3. Error Analysis : Use HESSE and MINOS for uncertainties 4. Profile Likelihood : Compu…