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  3. Monte Carlo Simulations in Python

Exercise

Explore HDL and BMI results

In this exercise, you'll explore simulation results for two variables: bmi and hdl. The simulated results for differences in predicted y values for people in the fourth quantile compared to the first quantile for each predictor (one at a time) have been generated and loaded as df_diffs for you.

The following libraries have been imported: pandas as pd, numpy as np, scipy.stats as st, matplotlib.pyplot as plt, and seaborn as sns. The diabetes dataset, dia, is also loaded.

Instructions 1/2

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  • Create a pairplot of the bmi and hdl variables (specified in that order) from df_diffs.