Model Adjustments

Core functions for sensitivity anlysis workflow.

make_spec()

Set Up Model Adjustment Specifications

adjust_weights()

Compute Pareto-smoothed Importance Weights for Alternative Model Specifications

summarise(<adjustr_weighted>) summarize(<adjustr_weighted>)

Summarize Posterior Distributions Under Alternative Model Specifications

spec_plot()

Plot Posterior Quantities of Interest Under Alternative Model Specifications

Helper Functions

Various helper functions for examining a model or building sampling specifications.

extract_samp_stmts()

Extract Model Sampling Statements From a Stan Model.

as.data.frame(<adjustr_spec>)

Convert an adjustr_spec Object Into a Data Frame

filter(<adjustr_spec>) arrange(<adjustr_spec>) rename(<adjustr_spec>) select(<adjustr_spec>) slice(<adjustr_spec>)

dplyr Methods for adjustr_spec Objects

get_resampling_idxs()

Get Importance Resampling Indices From Weights

pull(<adjustr_weighted>)

Extract Weights From an adjustr_weighted Object