Choose an appropriate model based on the biological mechanism or data pattern. Estimate initial parameter values, which can be challenging and may require domain expertise. Fit the model using iterative algorithms such as least squares or maximum likelihood estimation. Validate model fit using goodness-of-fit statistics or visual inspection of residuals.
