MarginalEffectResult

Result of marginal effect estimation for one smooth term.

Usage

Source

MarginalEffectResult(
    term,
    variable,
    x,
    effect,
    se,
    lower,
    upper,
    level,
    by_values=None,
)

Attributes

term: str

Label for the smooth term.

variable: str

The focal variable.

x: NDArray

Covariate values for the focal variable.

effect: NDArray

Estimated marginal effect (partial effect on the linear predictor).

se: NDArray

Standard errors.

lower: NDArray

Lower confidence band.

upper: NDArray

Upper confidence band.

level: float

Confidence level used.

by_values: dict[str, float] | None

Dict of conditioning variable values, if any.