基于如何对使用先前值的操作进行向量化?,我无法回答以下问题:
有没有办法对期末值 (VEoP) 列进行矢量化?
import pandas as pd
terms = pd.date_range(start = '2022-01-01', periods=12, freq='YS', normalize=True)
df = pd.DataFrame({
'Return': [1.063, 1.053, 1.008, 0.98, 1.04, 1.057, 1.073, 1.027, 1.025, 1.068, 1.001, 0.983],
'Cashflow': [6, 0, 0, 8, -1, -1, -1, -1, -1, -1, -1, -1]
},index=terms.strftime('%Y'))
df.index.name = 'Date'
df['VEoP'] = 0
for y in range(0, df.index.size):
df['VEoP'].iloc[y] = ((0 if y==0 else df['VEoP'].iloc[y-1]) + df['Cashflow'].iloc[y]) * df['Return'].iloc[y]
df
Return Cashflow VEoP
Date
2022 1.0630 6 6.3780
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