Package index

Effect size calculation for binary outcomes

Functions for caclulating effect sizes and sampling variances from binary outcomes

OR_calc()

Calculate and cluster bias adjust odds ratios (OR)

Cluster-bias correction

Functions for caclulating effect sizes and sampling variances from cluster-designed studies

df_h()

Degrees of freedom calculation for cluster bias correction for standardized mean differences

Cluster-bias correction when there is clustering in one treatment group only

Functions for caclulating effect sizes and sampling variances from cluster-designed studies when there is clustering in one treatment group only

vgt_smd_1armcluster()

Variance calculation when there is clustering in one treatment group only

df_h_1armcluster()

Degrees of freedom calculation for cluster bias correction when there is clustering in one treatment group only

eta_1armcluster()

Calculating the design effect to cluster bias adjusted sampling variances when there is clustering in one treatment group only

gamma_1armcluster()

Small number of clusters correction when there is clustering in one treatment group only

Sensitivity analysis

Functions to conduct sensitivity analyses in meta-analysis

map_rho_impact()

Conduct sensitivity analyses across various values of the assumed sample correlation on the overall average effect in the CHE-RVE model

plot_rho_impact()

Plotting the impact of the assumed sampling correlation on the overall average effect size estimate

plot_rho_impact(<map_rho>)

Plotting the impact of the assumed sampling correlation on the overall average effect size estimate

Datasets

Data from Systematic Reviews from the VIVE Campbell group

Dietrichson2021_data

Targeted school-based interventions data (K-6)

fadeout

Fadeout data

RIS file functions

Functions to load RIS files to data frames and save data frames as RIS files

read_ris_to_dataframe()

Read an RIS file into a data frame

save_dataframe_to_ris()

Write a data frame to a RIS file

Full-text screening

Function to run full-text screening

ftscreen()

Full-text screening with OpenAI API models