Statistics, Machine Learning, Data Science, Financial Planning, Python.
sns.barplot(x='group', y='y', data=df, ci='sd', capsize=0.1) plt.title('Main Effect of Group') plt.xlabel('Group') plt.ylabel('Mean of y') plt.show() # Visualize the main effect of the covariate plt.figure(figsize=(8, 6)) sns.regplot(x=df['covariate'].to_numpy(), y=df['y'].to_numpy())