huge_inference

Usage

huge_inference(
    data,
    t,
    adj,
    alpha=0.05,
    type_="Gaussian",
    method="score",
) -> HugeInferenceResult

Description

Native edge-wise inference helper using a partial-correlation z-test approximation.

Key arguments

• data: sample matrix (n x d)
• t: precision-like matrix (d x d)
• adj: reference adjacency (d x d)
• type_: "Gaussian" or "Nonparanormal"
• method: "score" or "wald" (API compatibility)

Returns

HugeInferenceResult with transformed data, p-value matrix p, and error.