Package: metansue 2.6
metansue: Meta-Analysis of Studies with Non-Statistically Significant Unreported Effects
Novel method to unbiasedly include studies with Non-statistically Significant Unreported Effects (NSUEs) in a meta-analysis. First, the function calculates the interval where the unreported effects (e.g., t-values) should be according to the threshold of statistical significance used in each study. Afterward, the method uses maximum likelihood techniques to impute the expected effect size of each study with NSUEs, accounting for between-study heterogeneity and potential covariates. Multiple imputations of the NSUEs are then randomly created based on the expected value, variance, and statistical significance bounds. Finally, it conducts a restricted-maximum likelihood random-effects meta-analysis separately for each set of imputations, and it performs estimations from these meta-analyses. Please read the reference in 'metansue' for details of the procedure.
Authors:
metansue_2.6.tar.gz
metansue_2.6.zip(r-4.5)metansue_2.6.zip(r-4.4)metansue_2.6.zip(r-4.3)
metansue_2.6.tgz(r-4.4-any)metansue_2.6.tgz(r-4.3-any)
metansue_2.6.tar.gz(r-4.5-noble)metansue_2.6.tar.gz(r-4.4-noble)
metansue_2.6.tgz(r-4.4-emscripten)metansue_2.6.tgz(r-4.3-emscripten)
metansue.pdf |metansue.html✨
metansue/json (API)
NEWS
| # Install 'metansue' in R: |
| install.packages('metansue', repos = c('https://jrad1.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 months agofrom:6b25552bb6. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 04 2024 |
| R-4.5-win | OK | Nov 04 2024 |
| R-4.5-linux | OK | Nov 04 2024 |
| R-4.4-win | OK | Nov 04 2024 |
| R-4.4-mac | OK | Nov 04 2024 |
| R-4.3-win | OK | Nov 04 2024 |
| R-4.3-mac | OK | Nov 04 2024 |
Exports:forestfunnelleave1outmetametabiasnsuesmc_from_tsmd_from_tzcor_from_r
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Forest Plots for "meta.nsue" Objects | forest forest.meta.nsue plot.meta.nsue |
| Funnel Plots for "meta.nsue" Objects | funnel funnel.meta.nsue |
| Compute Leave-One-Out Diagnostics for "nsue" Objects | leave1out leave1out.nsue print.leave1out.nsue summary.leave1out.nsue |
| Meta-Analysis of Studies with Non-statistically Significant Unreported Effects | coef.meta.nsue fitted.meta.nsue meta meta.nsue print.meta.nsue residuals.meta.nsue summary.meta.nsue |
| Test for Funnel Plot Asymmetry for "meta.nsue" Objects | metabias metabias.meta.nsue |
| Calculate Effect Sizes for "meta.nsue" Objects | nsue print.nsue smc_from_t smd_from_t subset.nsue zcor_from_r |
