A novel metaanalytic method that allows an unbiased inclusion of studies with Non StatisticallySignificant Unreported Effects (NSUEs). Briefly, the method first calculates the interval where the unreported effects (e.g. tvalues) 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 betweenstudy 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 restrictedmaximum likelihood randomeffects metaanalysis is separately conducted for each set of imputations, and estimations from these metaanalyses are pooled. Please read the reference in 'meta.nsue' for details of the procedure.
Author  Joaquim Radua 
Date of publication  20160901 13:20:00 
Maintainer  Joaquim Radua <jradua@fidmag.com> 
License  GPL3 
Version  1.2 
Package repository  View on CRAN 
Installation  Install the latest version of this package by entering the following in R:

All man pages Function index File listing
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 LeaveOneOut Diagnostics  
leave1out.nsue: Compute LeaveOneOut Diagnostics for "meta.nsue" Objects  
linearHypothesis: Test Linear Hypothesis  
linearHypothesis.meta.nsue: Test Linear Hypothesis for "meta.nsue" Objects  
meta: MetaAnalysis  
metabias: Test for Funnel Plot Asymmetry  
metabias.meta.nsue: Test for Funnel Plot Asymmetry for "meta.nsue" Objects  
metalm: Fitting MetaAnalytic Linear Models  
metalm.meta.nsue: Fitting MetaAnalytic Linear Models for "meta.nsue" Objects  
meta.nsue: MetaAnalysis of Studies with Non StatisticallySignificant...  
smc_from_t: Calculate Effect Sizes for "meta.nsue" Objects 
Functions  

check.alpha  Source code 
check.data  Source code 
check.formula  Source code 
check.hypotheses  Source code 
check.labels  Source code 
check.n  Source code 
coef.meta.nsue  Man page Source code 
d_j  Source code 
elliptic.q  Source code 
fitted.meta.nsue  Man page Source code 
forest  Man page Source code 
forest.meta.nsue  Man page Source code 
format.0pos  Source code 
format.1  Source code 
format.1pos  Source code 
format.2  Source code 
format.2pos  Source code 
format.3  Source code 
format.4  Source code 
format.4pos  Source code 
format.measure  Source code 
format.perc2  Source code 
format.prob  Source code 
format.sign  Source code 
funnel  Man page Source code 
funnel.meta.nsue  Man page Source code 
leave1out  Man page Source code 
leave1out.nsue  Man page Source code 
linearHypothesis  Man page Source code 
linearHypothesis.meta.nsue  Man page Man page Source code Source code 
meta  Man page Source code 
meta.nsue  Man page Source code Source code 
metabias  Man page Source code 
metabias.meta.nsue  Man page Source code 
metalm  Man page Source code 
metalm.meta.nsue  Man page Source code Source code 
plot.meta.nsue  Man page Source code 
pool.chi2  Source code 
pool.cov  Source code 
pool.var  Source code 
print.description  Source code 
print.heterogeneity_and_model  Source code 
print.leave1out.nsue  Man page Source code 
print.meta.nsue  Man page Source code 
print.nsue  Man page Source code 
print.sign  Source code 
r_in_smd_from_sds  Source code 
r_in_smd_from_t_means_and_sds1  Man page Source code 
r_in_smd_from_t_means_and_sds2  Man page Source code Source code 
residuals.meta.nsue  Man page Source code 
signif.up  Source code 
smc_from_t  Man page Source code 
smd_from_t  Man page Source code 
stop  Source code 
subset.meta.nsue  Man page Source code 
summary.leave1out.nsue  Man page Source code 
summary.meta.nsue  Man page Source code Source code 
tau2.reml  Source code 
warning  Source code 
z_from_r  Man page Source code 
Files  

inst
 
inst/CITATION
 
NAMESPACE
 
NEWS
 
R
 
R/source.R  
MD5
 
DESCRIPTION
 
man
 
man/meta.Rd  
man/forest.Rd  
man/metabias.meta.nsue.Rd  
man/smc_from_t.Rd  
man/funnel.Rd  
man/linearHypothesis.Rd  
man/linearHypothesis.meta.nsue.Rd  
man/leave1out.nsue.Rd  
man/meta.nsue.Rd  
man/metalm.Rd  
man/metalm.meta.nsue.Rd  
man/metabias.Rd  
man/leave1out.Rd  
man/funnel.meta.nsue.Rd  
man/forest.meta.nsue.Rd 
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