ComparisonRow

One row of a model comparison table.

Usage

Source

ComparisonRow(
    label,
    aic,
    delta_aic,
    bic,
    deviance_explained,
    r_squared_adj,
    edf_total,
    gcv_score,
    scale,
    n_obs,
)

Attributes

label: str

Formula string identifying the model.

aic: float

Akaike Information Criterion.

delta_aic: float

AIC difference from the best (lowest-AIC) model.

bic: float

Bayesian Information Criterion.

deviance_explained: float

Proportion of null deviance explained.

r_squared_adj: float

Adjusted R-squared.

edf_total: float

Total effective degrees of freedom.

gcv_score: float or None

GCV score, or None for Bayesian fits.

scale: float

Estimated scale (dispersion) parameter.

n_obs: int

Number of observations.