This Python script performs curve fitting on data imported from a CSV file using multiple mathematical model functions. It reads observational or experimental data, applies optional filters based on category and sex, fits the data to a set of different models (including logistic, linear, log-linear, and piecewise linear), evaluates the quality of each fit using statistical metrics, and visualises both the fitted curves and residuals.
Multi_Interp.0.1.5.py - Multiple Model Data Interpolation / Ugo Santosuosso; Lorella Bonaccorsi. - ELETTRONICO. - (2025).
Multi_Interp.0.1.5.py - Multiple Model Data Interpolation.
Ugo SantosuossoSoftware
;Lorella BonaccorsiValidation
2025
Abstract
This Python script performs curve fitting on data imported from a CSV file using multiple mathematical model functions. It reads observational or experimental data, applies optional filters based on category and sex, fits the data to a set of different models (including logistic, linear, log-linear, and piecewise linear), evaluates the quality of each fit using statistical metrics, and visualises both the fitted curves and residuals.File in questo prodotto:
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Multi_Function Interpolations.docx
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