Data and code for analyses in "The Use of Weighted Averages with Hedges: Is it Worth It?"

Buck, Robert J.
Fieberg, John R.
Larkin, Daniel J.
2021-09-21
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https://doi.org/10.13020/2an3-ej53
 https://hdl.handle.net/11299/224437
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Data and code for analyses in "The Use of Weighted Averages with Hedges: Is it Worth It?"

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2021-09-21

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Buck, Robert
robert.j.buck@gmail.com

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Statistical Computing Software Code

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This repository contains R code to generate simulated meta-analyses and associated data.

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Version 1:
https://hdl.handle.net/11299/224437.1

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Data Repository for U of M (DRUM)

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Buck, Robert J.; Fieberg, John R.; Larkin, Daniel J.. (2021). Data and code for analyses in "The Use of Weighted Averages with Hedges: Is it Worth It?". Retrieved from the Data Repository for the University of Minnesota (DRUM), https://doi.org/10.13020/2an3-ej53.

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Description
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ReadMeForMEE.txt
Description of data
(6.67 KB)

DataDevelopmentForMEE.r
Simulation results were run in blocks due to lengthy time to run them. This code describes parameter sets for blocks of simulations and runs those blocks.
(9.12 KB)

librariesAndFunctionsForMEE.r
Libraries used and functions created for simulations and anlyses.
(29.12 KB)

TheoryAndSummaryDataForMEE.r
Pulls together blocks of simulations, creates theoretical data; provides summary datasets.
(11.52 KB)

FiguresForMEE.R
Code for Figures and Table S1 presented in paper and supplementary materials.
(43.72 KB)

sigmaRatioData.csv
Theoretical data results, presumes tau2 and effect size are known.
(1.51 MB)

modFnFCd_wtsKnown.csv
Simulation results for fixed effects, fixed N using grid method, weights known.
(14.75 MB)

modFnRSd2_wtsKnown.csv
Simulation results for random effects, fixed N using grid method, weights known.
(78.73 KB)

modFnRSd2_wtsUnKnown.csv
Simulation results for random effects, fixed N using grid method, weights unknown (Fig S8).
(1.9 MB)

modFnFCd.csv
Simulation results for fixed effects, fixed N using grid method.
(15.4 MB)

modFnRSd.csv
Simulation results for random effects, fixed N using grid method.
(15.89 MB)

repData.csv
Simulation results replicating subset of modFnRSd, subsets modFnRSd2 and modFnRSd3 specifically, as columns.
(978.37 KB)

modnbRSd.csv
Simulation results for random effects using negative binomial method.
(565.26 KB)

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