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outstandR (version 1.0.0)

calc_mim: Multiple imputation marginalization (MIM)

Description

Multiple imputation marginalization (MIM)

Usage

calc_mim(strategy, analysis_params, ...)

Value

A list containing:

  • means: A list containing vectors of posterior means (one per synthesis n_imp):

    • A: Comparator means.

    • C: Reference means.

  • model: A list containing:

    • fit: The first-stage rstanarm::stan_glm() object.

    • hats.v: Vector of variance point estimates for each synthesis.

    • n_imp: Number of posterior prediction draws (syntheses).

    • rho, N, stan_args: Strategy and model parameters.

Arguments

strategy

An object of class strategy created by functions such as strategy_maic(), strategy_stc(), or strategy_mim(). Contains modelling details like the formula and family.

...

Additional argument to pass to Stan model