# metansue: Meta-Analysis of Studies with Non Statistically-Significant Unreported Effects

A novel meta-analytic method that allows an unbiased inclusion of studies with Non Statistically-Significant Unreported Effects (NSUEs). Briefly, the method first calculates the interval where the unreported effects (e.g. t-values) should be according to the threshold of statistical significance used in each study. Afterwards, maximizing likelihood techniques are used 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, a restricted-maximum likelihood random-effects meta-analysis is separately conducted for each set of imputations, and estimations from these meta-analyses are pooled. Please read the reference in 'meta.nsue' for details of the procedure.

- Author
- Joaquim Radua
- Date of publication
- 2016-09-01 13:20:00
- Maintainer
- Joaquim Radua <jradua@fidmag.com>
- License
- GPL-3
- Version
- 1.2

## Man pages

- forest
- Forest Plots
- forest.meta.nsue
- Forest Plots for "meta.nsue" Objects
- funnel
- Funnel Plots
- funnel.meta.nsue
- Funnel Plots for "meta.nsue" Objects
- leave1out
- Compute Leave-One-Out Diagnostics
- leave1out.nsue
- Compute Leave-One-Out Diagnostics for "meta.nsue" Objects
- linearHypothesis
- Test Linear Hypothesis
- linearHypothesis.meta.nsue
- Test Linear Hypothesis for "meta.nsue" Objects
- meta
- Meta-Analysis
- metabias
- Test for Funnel Plot Asymmetry
- metabias.meta.nsue
- Test for Funnel Plot Asymmetry for "meta.nsue" Objects
- metalm
- Fitting Meta-Analytic Linear Models
- metalm.meta.nsue
- Fitting Meta-Analytic Linear Models for "meta.nsue" Objects
- meta.nsue
- Meta-Analysis of Studies with Non Statistically-Significant...
- smc_from_t
- Calculate Effect Sizes for "meta.nsue" Objects

## Files in this package

metansue |

metansue/inst |

metansue/inst/CITATION |

metansue/NAMESPACE |

metansue/NEWS |

metansue/R |

metansue/R/source.R |

metansue/MD5 |

metansue/DESCRIPTION |

metansue/man |

metansue/man/meta.Rd |

metansue/man/forest.Rd |

metansue/man/metabias.meta.nsue.Rd |

metansue/man/smc_from_t.Rd |

metansue/man/funnel.Rd |

metansue/man/linearHypothesis.Rd |

metansue/man/linearHypothesis.meta.nsue.Rd |

metansue/man/leave1out.nsue.Rd |

metansue/man/meta.nsue.Rd |

metansue/man/metalm.Rd |

metansue/man/metalm.meta.nsue.Rd |

metansue/man/metabias.Rd |

metansue/man/leave1out.Rd |

metansue/man/funnel.meta.nsue.Rd |

metansue/man/forest.meta.nsue.Rd |