How to perform the statistical F-test analyses to find out which equation (e.g. michaelis-menton, or morrison) need to be used for fitting of data ?

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Andrew Paul McKenzie Pegman

You can use F values as well as other statistics like adjusted r squared, AIC, and so on. The higher the F value and lower the p value, the better the model :)

Ette Etuk

Analysis of variance (ANOVA) is an F-test. For each model ANOVA should be performed. Criteria like AIC, BIC, SIC, usually accompany ANOVA results. The smaller each of these criteria the better the model.