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11-Effectsizeconverter.Rmd → 12-Effectsizeconverter.Rmd

@@ -42,6 +42,7 @@ library(esc)
 6.  [Calculating Hedges' *g* from a correlation](#f)
 7.  [Calculating Hedges' *g* from an independent t-test](#g)
 8.  [Calculating Hedges' *g* from Cohen's *d*](#h)
+9.  [Calculating effect sizes for studies with multiple comparisons](#i)
 
 <br><br>
 
@@ -245,7 +246,7 @@ This can be done in R using the `hedges_g` function with the following parameter
 hedges_g(d = 0.75, totaln = 50)
 ```
 
-## Calculating effect sizes for studies with multiple outcomes {#i}
+## Calculating effect sizes for studies with multiple comparisons {#i}
 
 ![](stack.jpg)
 

book.bib

@@ -609,3 +609,55 @@ @article{labbe
   year={1987},
   publisher={Am Coll Physicians}
 }
+
+@article{pastor2018multilevel,
+  title={On the multilevel nature of meta-analysis: a tutorial, comparison of software programs, and discussion of analytic choices},
+  author={Pastor, Dena A and Lazowski, Rory A},
+  journal={Multivariate behavioral research},
+  volume={53},
+  number={1},
+  pages={74--89},
+  year={2018},
+  publisher={Taylor \& Francis}
+}
+
+@article{cheung2014modeling,
+  title={Modeling dependent effect sizes with three-level meta-analyses: a structural equation modeling approach.},
+  author={Cheung, Mike W-L},
+  journal={Psychological Methods},
+  volume={19},
+  number={2},
+  pages={211},
+  year={2014},
+  publisher={American Psychological Association}
+}
+
+@article{assink2016fitting,
+  title={Fitting three-level meta-analytic models in R: A step-by-step tutorial},
+  author={Assink, Mark and Wibbelink, Carlijn JM},
+  journal={The Quantitative Methods for Psychology},
+  volume={12},
+  number={3},
+  pages={154--174},
+  year={2016}
+}
+
+@article{hedges2009statistical,
+  title={Statistical considerations},
+  author={Hedges, Larry V},
+  journal={The handbook of research synthesis and meta-analysis},
+  pages={38--47},
+  year={2009},
+  publisher={Russell Sage Foundation New York}
+}
+
+  @article{lme4,
+    title = {Fitting Linear Mixed-Effects Models Using {lme4}},
+    author = {Douglas Bates and Martin M{\"a}chler and Ben Bolker and Steve Walker},
+    journal = {Journal of Statistical Software},
+    year = {2015},
+    volume = {67},
+    number = {1},
+    pages = {1--48},
+    doi = {10.18637/jss.v067.i01},
+  }

packages.bib

@@ -6,31 +6,150 @@ @Manual{R-base
   year = {2017},
   url = {https://www.R-project.org/},
 }
+@Manual{R-bindrcpp,
+  title = {bindrcpp: An 'Rcpp' Interface to Active Bindings},
+  author = {Kirill Müller},
+  year = {2018},
+  note = {R package version 0.2.2},
+  url = {https://CRAN.R-project.org/package=bindrcpp},
+}
 @Manual{R-bookdown,
   title = {bookdown: Authoring Books and Technical Documents with R Markdown},
   author = {Yihui Xie},
   year = {2018},
   note = {R package version 0.7},
   url = {https://CRAN.R-project.org/package=bookdown},
 }
+@Manual{R-dplyr,
+  title = {dplyr: A Grammar of Data Manipulation},
+  author = {Hadley Wickham and Romain François and Lionel Henry and Kirill Müller},
+  year = {2018},
+  note = {R package version 0.7.6},
+  url = {https://CRAN.R-project.org/package=dplyr},
+}
+@Manual{R-forcats,
+  title = {forcats: Tools for Working with Categorical Variables (Factors)},
+  author = {Hadley Wickham},
+  year = {2017},
+  note = {R package version 0.2.0},
+  url = {https://CRAN.R-project.org/package=forcats},
+}
+@Manual{R-ggplot2,
+  title = {ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics},
+  author = {Hadley Wickham and Winston Chang},
+  year = {2016},
+  note = {R package version 2.2.1},
+  url = {https://CRAN.R-project.org/package=ggplot2},
+}
+@Manual{R-kableExtra,
+  title = {kableExtra: Construct Complex Table with 'kable' and Pipe Syntax},
+  author = {Hao Zhu},
+  year = {2018},
+  note = {R package version 0.9.0},
+  url = {https://CRAN.R-project.org/package=kableExtra},
+}
 @Manual{R-knitr,
   title = {knitr: A General-Purpose Package for Dynamic Report Generation in R},
   author = {Yihui Xie},
   year = {2018},
   note = {R package version 1.20},
   url = {https://CRAN.R-project.org/package=knitr},
 }
+@Manual{R-lme4,
+  title = {lme4: Linear Mixed-Effects Models using 'Eigen' and S4},
+  author = {Douglas Bates and Martin Maechler and Ben Bolker and Steven Walker},
+  year = {2017},
+  note = {R package version 1.1-13},
+  url = {https://CRAN.R-project.org/package=lme4},
+}
+@Manual{R-Matrix,
+  title = {Matrix: Sparse and Dense Matrix Classes and Methods},
+  author = {Douglas Bates and Martin Maechler},
+  year = {2017},
+  note = {R package version 1.2-10},
+  url = {https://CRAN.R-project.org/package=Matrix},
+}
+@Manual{R-meta,
+  title = {meta: General Package for Meta-Analysis},
+  author = {Guido Schwarzer},
+  year = {2018},
+  note = {R package version 4.9-2},
+  url = {https://CRAN.R-project.org/package=meta},
+}
+@Manual{R-metafor,
+  title = {metafor: Meta-Analysis Package for R},
+  author = {Wolfgang Viechtbauer},
+  year = {2017},
+  note = {R package version 2.0-0},
+  url = {https://CRAN.R-project.org/package=metafor},
+}
 @Manual{R-png,
   title = {png: Read and write PNG images},
   author = {Simon Urbanek},
   year = {2013},
   note = {R package version 0.1-7},
   url = {https://CRAN.R-project.org/package=png},
 }
+@Manual{R-purrr,
+  title = {purrr: Functional Programming Tools},
+  author = {Lionel Henry and Hadley Wickham},
+  year = {2018},
+  note = {R package version 0.2.5},
+  url = {https://CRAN.R-project.org/package=purrr},
+}
+@Manual{R-RColorBrewer,
+  title = {RColorBrewer: ColorBrewer Palettes},
+  author = {Erich Neuwirth},
+  year = {2014},
+  note = {R package version 1.1-2},
+  url = {https://CRAN.R-project.org/package=RColorBrewer},
+}
+@Manual{R-readr,
+  title = {readr: Read Rectangular Text Data},
+  author = {Hadley Wickham and Jim Hester and Romain Francois},
+  year = {2017},
+  note = {R package version 1.1.1},
+  url = {https://CRAN.R-project.org/package=readr},
+}
+@Manual{R-readxl,
+  title = {readxl: Read Excel Files},
+  author = {Hadley Wickham and Jennifer Bryan},
+  year = {2017},
+  note = {R package version 1.0.0},
+  url = {https://CRAN.R-project.org/package=readxl},
+}
 @Manual{R-rmarkdown,
   title = {rmarkdown: Dynamic Documents for R},
   author = {JJ Allaire and Yihui Xie and Jonathan McPherson and Javier Luraschi and Kevin Ushey and Aron Atkins and Hadley Wickham and Joe Cheng and Winston Chang and Richard Iannone},
   year = {2018},
   note = {https://rmarkdown.rstudio.com,
 https://github.com/rstudio/rmarkdown},
 }
+@Manual{R-stringr,
+  title = {stringr: Simple, Consistent Wrappers for Common String Operations},
+  author = {Hadley Wickham},
+  year = {2018},
+  note = {R package version 1.3.1},
+  url = {https://CRAN.R-project.org/package=stringr},
+}
+@Manual{R-tibble,
+  title = {tibble: Simple Data Frames},
+  author = {Kirill Müller and Hadley Wickham},
+  year = {2018},
+  note = {R package version 1.4.2},
+  url = {https://CRAN.R-project.org/package=tibble},
+}
+@Manual{R-tidyr,
+  title = {tidyr: Easily Tidy Data with 'spread()' and 'gather()' Functions},
+  author = {Hadley Wickham and Lionel Henry},
+  year = {2018},
+  note = {R package version 0.8.1},
+  url = {https://CRAN.R-project.org/package=tidyr},
+}
+@Manual{R-tidyverse,
+  title = {tidyverse: Easily Install and Load the 'Tidyverse'},
+  author = {Hadley Wickham},
+  year = {2017},
+  note = {R package version 1.2.1},
+  url = {https://CRAN.R-project.org/package=tidyverse},
+}