All functions

Mul_R2()

Mul R2

OS()

Olkin & Siotani 1976 variance-covariance numerator

bcg

bcg Data

becker09

Becker 2009 data

bootstrap_mars()

Boostrap mars wrapper

c_mat_ft()

c mat ft

cfa_from_synthesis()

Confirmatory Factor Analysis After Correlation Synthesis

compute_alt_stats()

Compute summaries from alternative estimation replications

conduct_permutation()

Conduct permutation computations

corr_to_mars()

Convert a Mixed Correlation Object to a mars-Compatible Object

df_to_corr()

Helper function to read in data

efa_from_synthesis()

Exploratory Factor Analysis After Correlation Synthesis

estimation()

Master Estimation Function

find_B()

Estimate regression coefficients

find_reg_coef()

Find regression coefficients

forest_plot()

Forest Plot for Meta-Analysis Results

funnel_plot()

Funnel Plot for Publication-Bias Models

gap_map_plot()

Evidence Gap Map Plot

influence_diagnostics()

Influence Diagnostics for MARS Models

mars()

Master mars function

mars_alt_estimation()

Primary main alternative estimation function

masmr()

Methodology-Adjusted Substantive Meta-Regression (MASMR)

math_correlations

Math Correlations Data

mixed_corr_meta()

Mixed Correlation Matrix for Meta-Analytic Path Modeling

model_fit()

Model fitting function

network_contribution_heatmap()

Heatmap for Network Contribution Matrix

network_forest_overlay_plot()

Overlay Forest Plot for Direct, Indirect, and Total Effects

network_forest_plot()

Forest Plot for Network Meta-analysis Effects

network_meta()

Network Meta-analysis with MARS

olkin_siotani()

Olkin & Siotani variance-covariance matrix

path_model()

Path Model Function

permutation_mars()

Permutation mars wrapper

plot(<mars_boot>)

Plot alternative-estimation replications

plot_residual_panel()

Plot residual diagnostics panels for MARS models

predict(<nma_mars>)

Predict treatment contrasts from a fitted network_meta model

prisma_diagram()

PRISMA Flow Diagram (Base R)

profile_random_effects()

Profile Likelihood for Random-Effects Variance Parameters

publication_bias()

Publication Bias Adjustment

replicate_bootstrap()

Replicate the bootstrap computations

replicate_jackknife()

Replicate the jackknife computations

replicate_permutation()

Replicate the permutation computations

as_markdown() as_html() as_docx()

Export Synthesis Reports

residual_diagnostics()

Residual Diagnostics for MARS Models

residuals(<mars>)

Residuals for MARS Models

risk_of_bias_plot()

Risk-of-Bias Traffic Light and Aggregate Bar Plot

sample_jackknife()

Jackknife mars wrapper

school

School Data

selection_plot() plot(<pub_bias>)

Selection-Function Plot for Publication-Bias Models

smd_data

SMD Simulated Data

synthesis_factor_report()

Standardized Report for Correlation Synthesis and Latent Factors

tau_u_computation()

Tau U effect size

teacher_expectancy

Teacher Expectancy Data