R: An Automatic Suite for Estimation of Various Effect Size Measures

# An Automatic Suite for Estimation of Various Effect Size Measures

## Documentation for package ‘metaConvert’ version 1.0.3

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

metaConvert-package | metaConvert: An R Package Dedicated to Automated Effect Size Calculations
aggregate_df | Aggregate a dataframe containing dependent effect sizes
compare_df | Flag the differences between two dataframes.
convert_df | Automatically compute effect sizes from a well formatted dataset
data_extraction_sheet | Data extraction sheet generator
df.compare1 | Fictitious dataset 1
df.compare2 | Fictitious dataset 2
df.haza | Meta-analytic dataset inspired from Haza and colleagues (2024)
df.short | Short version of the df.haza dataset
es_from_2x2 | Convert a 2x2 table into several effect size measures
es_from_2x2_prop | Convert the proportion of occurrence of a binary event in two independent groups into several effect size measures
es_from_2x2_sum | Convert a table with the number of cases and row marginal sums into several effect size measures
es_from_ancova_f | Convert a F-statistic obtained from an ANCOVA model into several effect size measures.
es_from_ancova_f_pval | Convert a two-tailed p-value of an ANCOVA t-test into several effect size measures.
es_from_ancova_md_ci | Convert an adjusted mean difference and adjusted standard deviation between two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_md_pval | Convert an adjusted mean difference and adjusted standard deviation between two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_md_sd | Convert an adjusted mean difference and adjusted standard deviation between two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_md_se | Convert an adjusted mean difference and standard error between two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_means_ci | Convert means and 95% CIs of two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_means_sd | Convert means and standard deviations of two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_means_sd_pooled_adj | Convert means and adjusted pooled standard deviation of two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_means_sd_pooled_crude | Convert adjusted means obtained from an ANCOVA model and crude pooled standard deviation of two independent groups into several effect size measures
es_from_ancova_means_se | Convert means and standard errors of two independent groups obtained from an ANCOVA model into several effect size measures
es_from_ancova_t | Convert a t-statistic obtained from an ANCOVA model into several effect size measures.
es_from_ancova_t_pval | Convert a two-tailed p-value of an ANCOVA t-test into several effect size measures.
es_from_anova_f | Convert a one-way independent ANOVA F-value to several effect size measures
es_from_anova_pval | Convert a p-value from a one-way independent ANOVA to several effect size measures
es_from_beta_std | Convert a standardized regression coefficient and the standard deviation of the dependent variable into several effect size measures
es_from_beta_unstd | Convert an unstandardized regression coefficient and the standard deviation of the dependent variable into several effect size measures
es_from_cases_time | Convert the number of cases and the person-time of disease-free observation in two independent groups into an incidence rate ratio (IRR)
es_from_chisq | Convert a chi-square value to several effect size measures
es_from_chisq_pval | Convert a p-value of a chi-square to several effect size measures
es_from_cohen_d | Convert a Cohen's d value to several effect size measures
es_from_cohen_d_adj | Convert an adjusted Cohen's d value to several effect size measures
es_from_etasq | Convert an eta-squared value to various effect size measures
es_from_etasq_adj | Convert an adjusted eta-squared value (i.e., from an ANCOVA) to various effect size measures
es_from_fisher_z | Convert a Fisher's z (r-to-z transformation) to several effect size measures
es_from_hedges_g | Convert a Hedges' g value to other effect size measures (G, OR, COR)
es_from_md_ci | Convert a mean difference between two independent groups and 95% CI into several effect size measures
es_from_md_pval | Convert a mean difference between two independent groups and its p-value into several effect size measures
es_from_md_sd | Convert a mean difference between two independent groups and standard deviation into several effect size measures
es_from_md_se | Convert a mean difference between two independent groups and its standard error into several effect size measures
es_from_means_ci | Convert means and 95% CI of two independent groups several effect size measures
es_from_means_ci_pre_post | Convert pre-post means of two independent groups into various effect size measures
es_from_means_sd | Convert means and standard deviations of two independent groups into several effect size measures
es_from_means_sd_pooled | Convert means of two groups and the pooled standard deviation into several effect size measures
es_from_means_sd_pre_post | Convert pre-post means of two independent groups into various effect size measures
es_from_means_se | Convert means and standard errors of two independent groups several effect size measures
es_from_means_se_pre_post | Convert pre-post means of two independent groups into various effect size measures
es_from_mean_change_ci | Convert mean changes and standard deviations of two independent groups into standard effect size measures
es_from_mean_change_pval | Convert mean changes and standard deviations of two independent groups into standard effect size measures
es_from_mean_change_sd | Convert mean changes and standard deviations of two independent groups into standard effect size measures
es_from_mean_change_se | Convert mean changes and standard errors of two independent groups into standard effect size measures
es_from_med_min_max | Convert median, quartiles, and range of two independent groups into several effect size measures
es_from_med_min_max_quarts | Convert median, range and interquartile range of two independent groups into several effect size measures
es_from_med_quarts | Convert median and interquartile range of two independent groups into several effect size measures
es_from_or | Convert an odds ratio value to several effect size measures
es_from_or_ci | Convert an odds ratio value and its 95% confidence interval to several effect size measures
es_from_or_pval | Convert an odds ratio value and its standard error to several effect size measures
es_from_or_se | Convert an odds ratio value and its standard error into several effect size measures
es_from_paired_f | Convert two paired ANOVA f value of two independent groups into several effect size measures
es_from_paired_f_pval | Convert two paired ANOVA f p-value of two independent groups into several effect size measures
es_from_paired_t | Convert two paired t-test value of two independent groups into several effect size measures
es_from_paired_t_pval | Convert two paired t-test p-value obtained from two independent groups into several effect size measures
es_from_pearson_r | Convert a Pearson's correlation coefficient to several effect size measures
es_from_phi | Convert a phi value to several effect size measures
es_from_plot_ancova_means | Converts the means and bounds of an error bar (generally extracted from a plot) into four effect measures (SMD, MD, OR, COR)
es_from_plot_means | Converts the means and bounds of an error bar (generally extracted from a plot) into four effect measures (SMD, MD, OR, COR)
es_from_pt_bis_r | Convert a point-biserial correlation coefficient into several effect size measures
es_from_pt_bis_r_pval | Convert a p-value of a point-biserial correlation coefficient into several effect size measures
es_from_rr_ci | Convert a risk ratio value and 95% confidence interval to various effect size measures
es_from_rr_pval | Convert a risk ratio value and its p-value to various effect size measures
es_from_rr_se | Convert a risk ratio value and standard error to various effect size measures
es_from_student_t | Convert a Student's t-test value to several effect size measures
es_from_student_t_pval | Convert a Student's t-test p-value to several effect size measures
es_from_user_adj | Directly input an adjusted value + variance of an effect size measure
es_from_user_crude | Directly input a value + variance of an effect size measure
es_variab_from_means_ci | Title
es_variab_from_means_sd | Convert means and/or standard deviations of two independent groups into two effect measures (VR/CVR)
es_variab_from_means_se | Convert means and/or standard errors of two independent groups into two effect measures (VR/CVR)
print.metaConvert | Print a summary of an object of class "metaConvert"
see_input_data | Overview of effect size measures generated from each type of input data
summary.metaConvert | Synthesize information of an object of class "metaConvert" into a dataframe