Evaluating BMI and HDL outcomes

What is the difference in the predicted disease progression (the response y) for patients who are in both the top 10% of BMI and the top 25% of HDL compared to those in both the lowest 10% of BMI and the lowest 25% of HDL? Again, a simulation has already been performed for you: your task is to evaluate the simulation results in df_results to find an answer to this question!

The following libraries have been imported: pandas as pd, numpy as np, and scipy.stats as st.

Complete the mean outcome definitions by filtering the results for patients who are in the both top 10% of BMI and the top 25% of HDL and then for patients who are in both the lowest 10% of BMI and the lowest 25% of HDL, leveraging hdl_q25, hdl_q75, bmi_q10, bmi_q90, which are already defined for you.

Exercise

Evaluating BMI and HDL outcomes

Instructions