class InvestmentUniverse: def __init__(self, universe): self.universe = universe self.tickers = pd.DataFrame(data=self.universe.columns, index=pd.RangeIndex(1, self.universe.T.count()[0]+1), columns=['Ticker']) self.dates = pd.DataFrame(data=self.universe.index.values, index=pd.RangeIndex(1, self.universe.count()[0]+1), columns=['Date']) def get_ticker_count(self): return self.tickers.count()[0] def get_date_count(self): return self.dates.count()[0] #--------------------------------------------------# def returns(self): return self.universe def expected_returns(self): return pd.DataFrame(data=self.universe.mean(), columns=['ExpectedReturn']) def variances(self): return pd.DataFrame(data=self.universe.var(), columns=['Variance']) def volatilities(self): return pd.DataFrame(data=self.universe.std(), columns=['Volatility']) def volatilities(self): return pd.DataFrame(data=self.universe.std(), columns=['Volatility']) #--------------------------------------------------# def correl_mtx(self): return self.universe.corr() def covar_mtx(self): return self.universe.cov() def covar_mtx_diag(self): return pd.DataFrame(data=np.diag(self.universe.var()), index=self.tickers['Ticker'].values, columns=self.tickers['Ticker'].values) def covar_mtx_offdiag(self): return self.covar_mtx() - self.covar_mtx_diag() def volsumprod_mtx(self): return self.volatilities().dot(self.volatilities().T)
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