get_cumu_demeaned_resid

hf.get_cumu_demeaned_resid(price, y_hat=None)[source]

From a pd.Series of tick prices and predictions get a pd.Series of tick log-prices with zero-mean returns, i.e. the reconstructed log-prices from de-meaned log-return residuals. These log-prices are inputs to the integrated covariance matrix estimators.

Parameters
seriespd.Series

Tick prices of one asset with datetime index.

y_hatpd.Series

The predictions.

Returns
outpd.Series

Log-prices corresponding to zero-mean returns.