containers.PanelInputs

utils.scspill_helpers.containers.PanelInputs(
    Y0,
    Yc,
    T0,
    X=None,
    treated_label,
    control_labels,
    time_labels,
    covariate_names=(),
    treated_labels=(),
    Yt=None,
)

A prepared long panel, split into treated and control outcomes.

Units are ordered treated-first (sorted labels), then the controls in sorted label order – the donor order of the R package’s scspill_prep_X and of every model in scspill.

Attributes

Name	Type	Description
Y0	np.ndarray	Outcome path of the headline treated unit (the first treated label), shape (T,).
Yc	np.ndarray	Control-unit outcome matrix, shape (T, N) in control_labels column order.
T0	int	Number of pre-treatment periods (shared by every treated unit).
X	np.ndarray or None	Covariate cube (T, N, K) for the control units, or None.
treated_label	Any	Label of the headline treated unit.
control_labels	tuple	Control labels in column order of Yc.
time_labels	np.ndarray	Sorted time labels, length T.
covariate_names	tuple of str	Names of the covariate columns stacked into X.
treated_labels	tuple	Every treated unit, sorted; defaults to (treated_label,).
Yt	np.ndarray	Outcome paths of every treated unit, shape (T, n_treated) in treated_labels column order; defaults to Y0[:, None].