moderndid.DDDPanelResult

class moderndid.DDDPanelResult(att: float, se: float, uci: float, lci: float, boots: ndarray | None, att_inf_func: ndarray | None, did_atts: dict, subgroup_counts: dict, args: dict)

Bases: NamedTuple

Container for DDD panel estimation results.

This class implements the maketables plug-in interface for publication-quality tables. See Publication Tables with maketables.

Attributes:

attfloat

The DDD point estimate for the ATT.

sefloat

Standard error of the ATT estimate.

ucifloat

Upper bound of the 95% confidence interval.

lcifloat

Lower bound of the 95% confidence interval.

bootsnumpy.ndarray or None

Bootstrap draws if bootstrap inference was used.

att_inf_funcnumpy.ndarray or None

Influence function if requested.

did_attsdict

Individual DiD ATT estimates for each comparison.

subgroup_countsdict

Number of units in each subgroup.

argsdict

Arguments used for estimation.

Methods

count(value, /)	Return number of occurrences of value.
index(value[, start, stop])	Return first index of value.

Attributes

args	Arguments used for estimation.
att	DDD point estimate for the ATT.
att_inf_func	Influence function if requested.
boots	Bootstrap draws if bootstrap inference was used.
did_atts	Individual DiD ATT estimates for each comparison.
lci	Lower bound of the 95% confidence interval.
se	Standard error of the ATT estimate.
subgroup_counts	Number of units in each subgroup.
uci	Upper bound of the 95% confidence interval.