Package information

MAIC

MAIC: A package for performing matched-adjusted indirect comparisons

Weight estimation

Functions for estimating weights

estimate_weights()

Estimate MAIC propensity weights

Diagnostics

Functions for diagnositics of weights.

estimate_ess()

Estimate effective sample size

hist_wts()

Produce histograms of weights and rescaled weights

profile_wts()

Produce a data frame of the weights assigned to patient profiles

summarize_wts()

Summarize the weight values

wt_diagnostics()

Weight diagnostics

Analysis of MAIC models

Functions for analysing and reporting after weights have been estimated.

bootstrap_HR()

Bootstrapping for MAIC weighted hazard ratios

bootstrap_OR()

Bootstrapping for MAIC weighted odds ratios

Example data

est_weights

est_weights

target_pop_standard

target_pop_standard