import pandas as pdimport numpy as npimport matplotlib.pyplot as plt%matplotlib inlineimport statsmodels.api as smfrom pylab import mpl# 画图中文mpl.rcParams['font.sans-serif'] = ['SimHei']mpl.rcParams['a