moderndid.SensitivityResult

class moderndid.SensitivityResult(lb: float, ub: float, method: str, delta: str, m: float)

Bases: NamedTuple

Container for a single sensitivity analysis result.

Attributes:

lbfloat

Lower bound of the robust confidence interval.

ubfloat

Upper bound of the robust confidence interval.

methodstr

Confidence interval method used (e.g. ‘FLCI’, ‘Conditional’, ‘C-F’, ‘C-LF’).

deltastr

Type of restriction set used (e.g. ‘DeltaSD’, ‘DeltaRM’).

mfloat

Value of the smoothness or relative magnitude bound parameter.

Methods

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

Attributes

delta	Type of restriction set used.
lb	Lower bound of the robust confidence interval.
m	Smoothness or relative magnitude bound parameter value.
method	Confidence interval method used.
ub	Upper bound of the robust confidence interval.