API reference

Margins(results[, data, level, use_t, ...])

Compute adjusted predictions and marginal effects for a StatsModels fit.

MarginsResult(estimate, vcov[, labels, ...])

Container for marginal effects or adjusted predictions.

DiDResult(cells, simple_effects, did, joint)

Container for difference-in-differences results.

WaldResult(stat, df, pvalue, ...)

Result of a joint Wald test.

Transform(value, grad[, hess, name])

Analytic transformation of the linear predictor.

Expr(expr)

String expression wrapper for use in values=.

plot_predictions(*args, **kwargs)

plot_slopes(*args, **kwargs)

plot_comparisons(*args, **kwargs)

transforms.Identity

Analytic transformation of the linear predictor.

transforms.Linear

Analytic transformation of the linear predictor.

transforms.Exp

Analytic transformation of the linear predictor.

transforms.Log

Analytic transformation of the linear predictor.

transforms.Logit

Analytic transformation of the linear predictor.

transforms.Probit

Analytic transformation of the linear predictor.

utils._central_jacobian(func, x[, rel_step])

Jacobian of func at x via central differences.