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@article{lovakov2021empirically,
  title={Empirically Derived Guidelines for Effect Size Interpretation in Social Psychology},
  author={Lovakov, Andrey and Agadullina, Elena R},
  journal={European Journal of Social Psychology},
  year={2021}
}
@article{vehtari2019rank,
  title={Rank-normalization, folding, and localization: An improved $$\backslash$widehat $\{$R$\}$ $ for assessing convergence of MCMC},
  author={Vehtari, Aki and Gelman, Andrew and Simpson, Daniel and Carpenter, Bob and B{\"u}rkner, Paul-Christian},
  journal={arXiv preprint arXiv:1903.08008},
  year={2019}
}

@article{funder2019evaluating,
  title={Evaluating effect size in psychological research: sense and nonsense},
  author={Funder, David C and Ozer, Daniel J},
  journal={Advances in Methods and Practices in Psychological Science},
  pages={2515245919847202},
  year={2019},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}


@article{burkner2017brms,
  title={brms: An R package for Bayesian multilevel models using Stan},
  author={B{\"u}rkner, Paul-Christian and others},
  journal={Journal of Statistical Software},
  volume={80},
  number={1},
  pages={1--28},
  year={2017},
  publisher={Foundation for Open Access Statistics}
}



@article{gignac2016effect,
  title={Effect size guidelines for individual differences researchers},
  author={Gignac, Gilles E and Szodorai, Eva T},
  journal={Personality and individual differences},
  volume={102},
  pages={74--78},
  year={2016},
  publisher={Elsevier}
}





@article{jarosz2014odds,
  title={What are the odds? A practical guide to computing and reporting Bayes factors},
  author={Jarosz, Andrew F and Wiley, Jennifer},
  journal={The Journal of Problem Solving},
  volume={7},
  number={1},
  pages={2},
  year={2014},
  publisher={Purdue University Press}
}


@book{field2013discovering,
  title={Discovering statistics using IBM SPSS statistics},
  author={Field, Andy},
  year={2013},
  publisher={sage}
}



@article{menard2011standards,
  title={Standards for standardized logistic regression coefficients},
  author={Menard, Scott},
  journal={Social Forces},
  volume={89},
  number={4},
  pages={1409--1428},
  year={2011},
  publisher={The University of North Carolina Press}
}








@article{schielzeth2010simple,
  title={Simple means to improve the interpretability of regression coefficients},
  author={Schielzeth, Holger},
  journal={Methods in Ecology and Evolution},
  volume={1},
  number={2},
  pages={103--113},
  year={2010},
  publisher={Wiley Online Library}
}





@article{gelman2008scaling,
  title={Scaling regression inputs by dividing by two standard deviations},
  author={Gelman, Andrew},
  journal={Statistics in medicine},
  volume={27},
  number={15},
  pages={2865--2873},
  year={2008},
  publisher={Wiley Online Library}
}







@article{menard2004six,
  title={Six approaches to calculating standardized logistic regression coefficients},
  author={Menard, Scott},
  journal={The American Statistician},
  volume={58},
  number={3},
  pages={218--223},
  year={2004},
  publisher={Taylor \& Francis}
}


@article{bring1994standardize,
  title={How to standardize regression coefficients},
  author={Bring, Johan},
  journal={The American Statistician},
  volume={48},
  number={3},
  pages={209--213},
  year={1994},
  publisher={Taylor \& Francis}
}

@article{neter1989applied,
  title={Applied linear regression models},
  author={Neter, John and Wasserman, William and Kutner, Michael H},
  year={1989},
  publisher={Irwin Homewood, IL}
}



@article{hair2011pls,
  title={PLS-SEM: Indeed a silver bullet},
  author={Hair, Joe F and Ringle, Christian M and Sarstedt, Marko},
  journal={Journal of Marketing theory and Practice},
  volume={19},
  number={2},
  pages={139--152},
  year={2011},
  publisher={Taylor \& Francis}
}


@article{chen2010big,
  title={How big is a big odds ratio? Interpreting the magnitudes of odds ratios in epidemiological studies},
  author={Chen, Henian and Cohen, Patricia and Chen, Sophie},
  journal={Communications in Statistics—Simulation and Computation{\textregistered}},
  volume={39},
  number={4},
  pages={860--864},
  year={2010},
  publisher={Taylor \& Francis}
}




@article{sawilowsky2009new,
  title={New effect size rules of thumb},
  author={Sawilowsky, Shlomo S},
  year={2009}
}



@article{sanchez2003effect,
  title={Effect-size indices for dichotomized outcomes in meta-analysis.},
  author={S{\'a}nchez-Meca, Julio and Mar{\'\i}n-Mart{\'\i}nez, Fulgencio and Chac{\'o}n-Moscoso, Salvador},
  journal={Psychological methods},
  volume={8},
  number={4},
  pages={448},
  year={2003},
  publisher={American Psychological Association}
}



@article{chin1998partial,
  title={The partial least squares approach to structural equation modeling},
  author={Chin, Wynne W and others},
  journal={Modern methods for business research},
  volume={295},
  number={2},
  pages={295--336},
  year={1998},
  publisher={London}
}





@book{evans1996straightforward,
  title={Straightforward statistics for the behavioral sciences.},
  author={Evans, James D},
  year={1996},
  publisher={Thomson Brooks/Cole Publishing Co}
}


@article{raftery1995bayesian,
  title={Bayesian model selection in social research},
  author={Raftery, Adrian E},
  journal={Sociological methodology},
  volume={25},
  pages={111--164},
  year={1995},
  publisher={Blackwell Publishers}
}



@article{gelman1992inference,
  title={Inference from iterative simulation using multiple sequences},
  author={Gelman, Andrew and Rubin, Donald B and others},
  journal={Statistical science},
  volume={7},
  number={4},
  pages={457--472},
  year={1992},
  publisher={Institute of Mathematical Statistics}
}

@book{falk1992primer,
  title={A primer for soft modeling.},
  author={Falk, R Frank and Miller, Nancy B},
  year={1992},
  publisher={University of Akron Press}
}





@book{cohen1988statistical,
  title={Statistical power analysis for the behavioral sciences, 2nd ed.},
  author={Cohen, J},
  year={1988},
  publisher={New York: Routledge}
}



@misc{jeffreys1961theory,
  title={Theory of probability, Clarendon},
  author={Jeffreys, Harold},
  year={1961},
  publisher={Oxford}
}

@article{friedman1982simplified,
  title={Simplified determinations of statistical power, magnitude of effect and research sample sizes},
  author={Friedman, Herbert},
  journal={Educational and Psychological Measurement},
  volume={42},
  number={2},
  pages={521--526},
  year={1982},
  publisher={Sage Publications Sage CA: Thousand Oaks, CA}
}

@article{albers2018power,
  title={When power analyses based on pilot data are biased: Inaccurate effect size estimators and follow-up bias},
  author={Albers, Casper and Lakens, Dani{\"e}l},
  journal={Journal of experimental social psychology},
  volume={74},
  pages={187--195},
  year={2018},
  publisher={Elsevier}
}

@article{mordkoff2019simple,
  title={A simple method for removing bias from a popular measure of standardized effect size: Adjusted partial eta squared},
  author={Mordkoff, J Toby},
  journal={Advances in Methods and Practices in Psychological Science},
  volume={2},
  number={3},
  pages={228--232},
  year={2019},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}

@book{wolf1986meta,
  title={Meta-analysis: Quantitative methods for research synthesis},
  author={Wolf, Fredric M},
  volume={59},
  year={1986},
  publisher={Sage}
}

@article{rosenthal1991meta,
  title={Meta-analytic procedures for social sciences},
  author={Rosenthal, Robert},
  journal={Newbury Park, CA: Sage},
  volume={10},
  pages={9781412984997},
  year={1991}
}

@article{rosnow2000contrasts,
  title={Contrasts and correlations in effect-size estimation},
  author={Rosnow, Ralph L and Rosenthal, Robert and Rubin, Donald B},
  journal={Psychological science},
  volume={11},
  number={6},
  pages={446--453},
  year={2000},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}

@article{cohen1965some,
  title={Some statistical issues in psychological research},
  author={Cohen, Jacob and others},
  journal={Handbook of clinical psychology},
  pages={95--121},
  year={1965}
}

@article{cohen1992power,
  title={A power primer.},
  author={Cohen, Jacob},
  journal={Psychological bulletin},
  volume={112},
  number={1},
  pages={155},
  year={1992},
  publisher={American Psychological Association}
}

@article{borenstein2009converting,
  title={Converting among effect sizes},
  author={Borenstein, Michael and Hedges, Larry V and Higgins, JPT and Rothstein, Hannah R},
  journal={Introduction to meta-analysis},
  pages={45--49},
  year={2009},
  publisher={John Wiley \& Sons, Chichester}
}


@article{grant2014converting,
  title={Converting an odds ratio to a range of plausible relative risks for better communication of research findings},
  author={Grant, Robert L},
  journal={Bmj},
  volume={348},
  pages={f7450},
  year={2014},
  publisher={British Medical Journal Publishing Group}
}

@article{marsman2019bayesian,
  title={Bayesian estimation of explained variance in ANOVA designs},
  author={Marsman, Maarten and Waldorp, Lourens and Dablander, Fabian and Wagenmakers, Eric-Jan},
  journal={Statistica Neerlandica},
  volume={73},
  number={3},
  pages={351--372},
  year={2019},
  publisher={Wiley Online Library}
}

@article{gelman2014bayesian,
  title={Bayesian data analysis (Vol. 2)},
  author={Gelman, Andrew and Carlin, John B and Stern, Hal S and Rubin, Donald B},
  journal={Boca Raton, FL: Chapman},
  year={2014}
}

@book{hoffman2015longitudinal,
  title={Longitudinal analysis: Modeling within-person fluctuation and change},
  author={Hoffman, Lesa},
  year={2015},
  publisher={Routledge}
}

@book{allen2017statistics,
  title={Statistics and experimental design for psychologists: A model comparison approach},
  author={Allen, Rory},
  year={2017},
  publisher={World Scientific Publishing Company}
}

@article{carroll1975sampling,
  title={Sampling Characteristics of Kelley's Epsilon and Hays' Omega},
  author={Carroll, Robert M and Nordholm, Lena A},
  journal={Educational and Psychological Measurement},
  volume={35},
  number={3},
  pages={541--554},
  year={1975},
  publisher={Sage Publications Sage CA: Thousand Oaks, CA}
}

@article{olejnik2003generalized,
  title={Generalized eta and omega squared statistics: measures of effect size for some common research designs.},
  author={Olejnik, Stephen and Algina, James},
  journal={Psychological methods},
  volume={8},
  number={4},
  pages={434},
  year={2003},
  publisher={American Psychological Association}
}

@article{landis1977measurement,
  title={The measurement of observer agreement for categorical data},
  author={Landis, J Richard and Koch, Gary G},
  journal={biometrics},
  pages={159--174},
  year={1977},
  publisher={JSTOR}
}

@book{bollen1989structural,
  title={Structural equations with latent variables},
  author={Bollen, Kenneth A},
  publisher={John Wiley \& Sons},
  address={New York},
  year={1989},
  ISBN={9780471011712},
  DOI = {10.1002/9781118619179}
}

@article{ludecke2020extracting,
  title={Extracting, computing and exploring the parameters of statistical models using {R}},
  author={L{\"u}decke, Daniel and Ben-Shachar, Mattan S and Patil, Indrajeet and Makowski, Dominique},
  journal={Journal of Open Source Software},
  volume={5},
  number={53},
  pages={2445},
  year={2020},
  doi = {10.21105/joss.02445}
}

@manual{rcore,
  title = {{R}: A Language and Environment for Statistical Computing},
  author = {{R Core Team}},
  organization = {R Foundation for Statistical Computing},
  address = {Vienna, Austria},
  year = {2020},
  url = {https://www.R-project.org/}
}

@article{patil2020ggstatsplot,
  title = {{ggstatsplot}: 'ggplot2' Based Plots with Statistical Details},
  author = {Indrajeet Patil},
  year = {2018},
  journal = {CRAN},
  url = {https://CRAN.R-project.org/package=ggstatsplot/},
  doi = {10.5281/zenodo.2074621},
}

@manual{sjoberg2020gtsummary,
  title = {{g}tsummary: Presentation-Ready Data Summary and Analytic Result Tables},
  author = {Daniel D. Sjoberg and Michael Curry and Margie Hannum and Karissa Whiting and Emily C. Zabor},
  year = {2020},
  note = {R package version 1.3.5},
  url = {https://CRAN.R-project.org/package=gtsummary/},
}

@manual{behrendt2014lmbeta,
  title = {{l}m.beta: Add Standardized Regression Coefficients to lm-Objects},
  author = {Stefan Behrendt},
  year = {2014},
  note = {R package version 1.5-1},
  url = {https://CRAN.R-project.org/package=lm.beta/},
}

@manual{buchanan2019MOTE,
  title = {{MOTE: Measure of the Effect}: Package to assist in effect size calculations and their confidence intervals},
  author = {Erin M. Buchanan and Amber Gillenwaters and John E. Scofield and K.D. Valentine},
  year = {2019},
  note = {R package version 1.0.2},
  url = {https://github.com/doomlab/MOTE/},
}

@manual{kelley2020MBESS,
  title = {MBESS: The MBESS {R} Package},
  author = {Ken Kelley},
  year = {2020},
  note = {R package version 4.8.0},
  url = {https://CRAN.R-project.org/package=MBESS/},
}

@article{steiger2004beyond,
  title={Beyond the {F} test: effect size confidence intervals and tests of close fit in the analysis of variance and contrast analysis},
  author={Steiger, James H},
  journal={Psychological Methods},
  volume={9},
  number={2},
  pages={164--182},
  year={2004},
  publisher={American Psychological Association},
  doi = {10.1037/1082-989X.9.2.164}
}

@book{hedges1985statistical,
  title={Statistical methods for meta-analysis},
  author={Hedges, L and Olkin, I},
  publisher={Academic Press},
  address={San Diego},
  ISBN={9780080570655},
  year={1985}
}

@book{cramer1946mathematical,
  title={Mathematical methods of statistics},
  author={Cram{\'e}r, Harald},
  year={1946},
  publisher={Princeton University Press},
  address={Princeton},
  ISBN={9781400883868}
}

@article{luedecke2019insight,
  title = {{i}nsight: A unified interface to access information from model objects in {R}},
  volume = {4},
  doi = {10.21105/joss.01412},
  number = {38},
  journal = {Journal of Open Source Software},
  author = {Daniel LĂĽdecke and Philip Waggoner and Dominique Makowski},
  year = {2019},
  pages = {1412},
}

@article{kelley1935unbiased,
  title={An unbiased correlation ratio measure},
  author={Kelley, Truman L},
  journal={Proceedings of the National Academy of Sciences of the United States of America},
  volume={21},
  number={9},
  pages={554--559},
  year={1935},
  publisher={National Academy of Sciences},
  doi={10.1073/pnas.21.9.554}
}