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Mathematical & Computational Physics

Curve Fitting

The mathematical construction of a function that best matches a set of experimental data points according to statistical criteria.

Governing formula Minimizing χ² = ∑ ((y_i - f(x_i, θ)) / σ_i)²
SI unit Goodness of Fit χ²

In depth

Determines model parameters θ by minimizing the sum of squared residual deviations (least-squares method) weighted by experimental measurement uncertainties σ_i.

Examples in the real world

Fitting linear Hubble law velocity-distance data to extract the Hubble constant H₀.