Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
michaelis_menten(df_scoring_1['T'], popt_1[0], popt_1[1]) treatment_effect_curve_2 = michaelis_menten(df_scoring_2['T'], popt_2[0], popt_2[1]) treatment_effect_curve_3 = michaelis_menten(df_scoring_3['T'], popt_3[0], popt_3[1]) We can see that the curve fitting did a great job! User generated image