detect_model_type_auto: Auto-detect model type based on outcome and random effects

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Auto-detect model type based on outcome and random effects

Description

Determines the appropriate model type based on outcome variable characteristics and presence of random effects.

Usage

detect_model_type_auto(data, outcome, has_random_effects, family = "binomial")

Arguments

data	Data.frame or data.table containing the outcome variable.
outcome	Character string specifying the outcome variable or Surv() expression.
has_random_effects	Logical indicating if random effects are specified.
family	Character string for GLM family (default "binomial").

Value

Character string indicating detected model type.

summata documentation built on May 7, 2026, 5:07 p.m.