Package index

Overview

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metaprep metaprep-package

metaprep: Tidy Preparation of Dependent Effect Estimates for Meta-Analysis

estimates_vcov estimates_vcov-class print.estimates_vcov as.data.frame.estimates_vcov as_tibble.estimates_vcov

The estimates_vcov object

Preparing model fits

Extract tidy estimates, model summaries, and vcov subsets from a fitted model.

prep_fit()

Prepare a Model Fit Object for Tidy Extraction

estimates_vcov objects

Construct the synchronized estimates + vcov object and operate on it with dplyr verbs.

as_estimates_vcov()

Create an estimates_vcov object

make_estimates_vcov()

Create an estimates_vcov from estimates and a vcov you already have

bind_estimates_vcov()

Combine estimates_vcov objects

rescale_estimates_vcov()

Sign-flip or rescale an estimates_vcov object

dplyr-methods filter.estimates_vcov slice.estimates_vcov slice_head.estimates_vcov slice_tail.estimates_vcov arrange.estimates_vcov mutate.estimates_vcov select.estimates_vcov rename.estimates_vcov relocate.estimates_vcov pull.estimates_vcov nest_by.estimates_vcov left_join.estimates_vcov right_join.estimates_vcov inner_join.estimates_vcov full_join.estimates_vcov semi_join.estimates_vcov anti_join.estimates_vcov

dplyr methods for estimates_vcov objects

Extracting components

Pull estimates, model-level summaries, or the vcov matrix back out.

get_estimates_df()

Extract estimates from prepped fits or estimates_vcov object

get_glance_df()

Extract glance summary from prepped fits or estimates_vcov object

get_vcov()

Extract variance-covariance matrix from prepped fits or estimates_vcov object

Meta-analysis

Convenience wrappers around metafor that read directly from an estimates_vcov object.

rma_mv_helper()

Run rma.mv on an estimates_vcov object

rma_uni_helper()

Run rma.uni on an estimates_vcov object