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paper/paper.bib

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@Manual{rcore,
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@manual{rcore,
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title = {{R}: A Language and Environment for Statistical Computing},
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author = {{R Core Team}},
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organization = {R Foundation for Statistical Computing},
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}
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@article{steiger2004beyond,
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title={Beyond the F test: effect size confidence intervals and tests of close fit in the analysis of variance and contrast analysis.},
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title={Beyond the F test: effect size confidence intervals and tests of close fit in the analysis of variance and contrast analysis},
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author={Steiger, James H},
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journal={Psychological methods},
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journal={Psychological Methods},
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volume={9},
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number={2},
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pages={164},
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pages={164--182},
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year={2004},
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publisher={American Psychological Association},
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doi = {10.1037/1082-989X.9.2.164}
@@ -24,23 +24,26 @@ @book{hoffman2015longitudinal
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author={Hoffman, Lesa},
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year={2015},
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publisher={Routledge},
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address={New York},
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ISBN = {9780415876025}
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}
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@article{borenstein2009converting,
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@inbook{borenstein2009converting,
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title={Converting among effect sizes},
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author={Borenstein, Michael and Hedges, Larry V and Higgins, JPT and Rothstein, Hannah R},
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journal={Introduction to meta-analysis},
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pages={45--49},
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booktitle={Introduction to meta-analysis},
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author={Borenstein, Michael and Hedges, Larry V and Higgins, Julian PT and Rothstein, Hannah R},
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year={2009},
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publisher={John Wiley \& Sons, Chichester},
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chapter={7},
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pages={45--49},
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publisher={John Wiley \& Sons},
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address={Chichester},
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doi = {10.1002/9780470743386.ch7}
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}
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@article{grant2014converting,
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title={Converting an odds ratio to a range of plausible relative risks for better communication of research findings},
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author={Grant, Robert L},
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journal={Bmj},
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journal={British Medical Journal},
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volume={348},
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pages={f7450},
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year={2014},
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}
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@article{olejnik2003generalized,
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title={Generalized eta and omega squared statistics: measures of effect size for some common research designs.},
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title={Generalized eta and omega squared statistics: measures of effect size for some common research designs},
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author={Olejnik, Stephen and Algina, James},
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journal={Psychological methods},
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journal={Psychological Methods},
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volume={8},
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number={4},
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pages={434},
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pages={434--447},
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year={2003},
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publisher={American Psychological Association},
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doi = {10.1037/1082-989X.8.4.434}
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}
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@article{ludecke2020extracting,
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title={Extracting, Computing and Exploring the Parameters of Statistical Models using R},
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title={Extracting, computing and exploring the parameters of statistical models using R},
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author={L{\"u}decke, Daniel and Ben-Shachar, Mattan S and Patil, Indrajeet and Makowski, Dominique},
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journal={Journal of Open Source Software},
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volume={5},
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doi = {10.5281/zenodo.2074621},
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}
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@Manual{sjoberg2020gtsummary,
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@manual{sjoberg2020gtsummary,
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title = {gtsummary: Presentation-Ready Data Summary and Analytic Result Tables},
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author = {Daniel D. Sjoberg and Michael Curry and Margie Hannum and Karissa Whiting and Emily C. Zabor},
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year = {2020},
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}
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@article{luedecke2019insight,
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title = {insight: A Unified Interface to Access Information from Model Objects in R.},
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title = {insight: A unified interface to access information from model objects in R},
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volume = {4},
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doi = {10.21105/joss.01412},
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number = {38},
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title={Statistical power analysis for the behavioral sciences, 2nd ed.},
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author={Cohen, J},
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year={1988},
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publisher={New York: Routledge}
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publisher={Routledge},
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address={New York},
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ISBN = {9780805802832}
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}
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@article{hedges1985statistical,
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title={Statistical Methods for Meta-Analysis (Orlando, FL: Academic)},
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@book{hedges1985statistical,
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title={Statistical methods for meta-analysis},
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author={Hedges, L and Olkin, I},
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journal={HedgesStatistical Methods for Meta-Analysis1985},
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publisher={Academic Press},
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address={San Diego},
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ISBN={9780080570655},
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doi={C2009-0-03396-0},
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year={1985}
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}
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@book{hedges2014statistical,
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title={Statistical methods for meta-analysis},
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author={Hedges, Larry V and Olkin, Ingram},
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year={2014},
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publisher={Academic press}
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}
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@article{bollen1989structural,
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title={Structural equations with latent variables Wiley},
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@book{bollen1989structural,
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title={Structural equations with latent variables},
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author={Bollen, Kenneth A},
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journal={New York},
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year={1989}
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publisher={John Wiley \& Sons},
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address={New York},
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year={1989},
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ISBN={9780471011712}
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}
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@book{cramer1946mathematical,
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title={Mathematical Methods of Statistics},
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title={Mathematical methods of statistics},
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author={Cram{\'e}r, Harald},
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year={1946},
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publisher={Princeton: Princeton University Press}
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publisher={Princeton University Press},
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address={Princeton},
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ISBN={9781400883868}
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}
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@article{kelley1935unbiased,
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journal={Proceedings of the National Academy of Sciences of the United States of America},
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volume={21},
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number={9},
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pages={554},
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pages={554--559},
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year={1935},
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publisher={National Academy of Sciences}
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publisher={National Academy of Sciences},
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doi={10.1073/pnas.21.9.554}
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}
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number={2},
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pages={521--526},
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year={1982},
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publisher={Sage Publications Sage CA: Thousand Oaks, CA}
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publisher={Sage Publications},
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address={Thousand Oaks, CA},
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doi={10.1177/001316448204200214}
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}

paper/paper.md

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### Standardized Differences
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**effectsize** provides functions for estimating the common indices of standardized differences such as Cohen's *d* (`cohens_d()`), Hedge's *g* (`hedges_g()`) for both paired and independent samples [@cohen1988statistical; @hedges1985statistical], and Glass' $\Delta$ (`glass_delta()`) for independent samples with different variances [@hedges2014statistical].
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**effectsize** provides functions for estimating the common indices of standardized differences such as Cohen's *d* (`cohens_d()`), Hedge's *g* (`hedges_g()`) for both paired and independent samples [@cohen1988statistical; @hedges1985statistical], and Glass' $\Delta$ (`glass_delta()`) for independent samples with different variances [@hedges1985statistical].
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``` r
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cohens_d(mpg ~ am, data = mtcars)

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