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@book{mcelreath2018statistical,
  title={Statistical rethinking: A Bayesian course with examples in R and Stan},
  author={McElreath, Richard},
  year={2018},
  publisher={Chapman and Hall/CRC}
}





@article{wagenmakers2018bayesian,
  title={Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications},
  author={Wagenmakers, Eric-Jan and Marsman, Maarten and Jamil, Tahira and Ly, Alexander and Verhagen, Josine and Love, Jonathon and Selker, Ravi and Gronau, Quentin F and {\v{S}}m{\'\i}ra, Martin and Epskamp, Sacha and others},
  journal={Psychonomic bulletin \& review},
  volume={25},
  number={1},
  pages={35--57},
  year={2018},
  publisher={Springer}
}

@article{morey2014simple,
  title={Simple relation between Bayesian order-restricted and point-null hypothesis tests},
  author={Morey, Richard D and Wagenmakers, Eric-Jan},
  journal={Statistics \& Probability Letters},
  volume={92},
  pages={121--124},
  year={2014},
  publisher={Elsevier}
}

@misc{morey_2015_blog,
  title={Multiple Comparisons with BayesFactor, Part 2 – order restrictions},
  url={https://richarddmorey.org/category/order-restrictions/},
  author={Morey, Richard D},
  year={2015},
  month={Jan}
}


@article{benjamin2018redefine,
  title={Redefine statistical significance},
  author={Benjamin, Daniel J and Berger, James O and Johannesson, Magnus and Nosek, Brian A and Wagenmakers, E-J and Berk, Richard and Bollen, Kenneth A and Brembs, Bj{\"o}rn and Brown, Lawrence and Camerer, Colin and others},
  journal={Nature Human Behaviour},
  volume={2},
  number={1},
  pages={6},
  year={2018},
  publisher={Nature Publishing Group}
}



@article{dienes2018four,
  title={Four reasons to prefer Bayesian analyses over significance testing},
  author={Dienes, Zoltan and Mclatchie, Neil},
  journal={Psychonomic bulletin \& review},
  volume={25},
  number={1},
  pages={207--218},
  year={2018},
  publisher={Springer}
}



@article{lakens2018equivalence,
  title={Equivalence testing for psychological research: A tutorial},
  author={Lakens, Dani{\"e}l and Scheel, Anne M and Isager, Peder M},
  journal={Advances in Methods and Practices in Psychological Science},
  pages={2515245918770963},
  year={2018},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}





@article{etz2018bayesian,
  title={Bayesian inference and testing any hypothesis you can specify},
  author={Etz, Alexander and Haaf, Julia M and Rouder, Jeffrey N and Vandekerckhove, Joachim},
  journal={Advances in Methods and Practices in Psychological Science},
  pages={2515245918773087},
  year={2018},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}

@article{kruschke2018bayesian,
  title={The Bayesian New Statistics: Hypothesis testing, estimation, meta-analysis, and power analysis from a Bayesian perspective},
  author={Kruschke, John K and Liddell, Torrin M},
  journal={Psychonomic Bulletin \& Review},
  volume={25},
  number={1},
  pages={178--206},
  year={2018},
  publisher={Springer}
}




@article{wagenmakers2017need,
  title={The need for Bayesian hypothesis testing in psychological science},
  author={Wagenmakers, Eric-Jan and Verhagen, Josine and Ly, Alexander and Matzke, Dora and Steingroever, Helen and Rouder, Jeffrey N and Morey, Richard D},
  journal={Psychological science under scrutiny: Recent challenges and proposed solutions},
  pages={123--138},
  year={2017},
  publisher={Wiley New York, NY}
}


@article{gronau2017bayesian,
  title={A Bayesian model-averaged meta-analysis of the power pose effect with informed and default priors: The case of felt power},
  author={Gronau, Quentin F and Van Erp, Sara and Heck, Daniel W and Cesario, Joseph and Jonas, Kai J and Wagenmakers, Eric-Jan},
  journal={Comprehensive Results in Social Psychology},
  volume={2},
  number={1},
  pages={123--138},
  year={2017},
  publisher={Taylor \& Francis}
}

@article{gronau2017simple,
  title={A simple method for comparing complex models: Bayesian model comparison for hierarchical multinomial processing tree models using warp-III bridge sampling},
  author={Gronau, Quentin F and Wagenmakers, Eric-Jan and Heck, Daniel W and Matzke, Dora},
  journal={Psychometrika},
  pages={1--24},
  year={2017},
  publisher={Springer}
}

@article{piironen2017comparison,
  title={Comparison of Bayesian predictive methods for model selection},
  author={Piironen, Juho and Vehtari, Aki},
  journal={Statistics and Computing},
  volume={27},
  number={3},
  pages={711--735},
  year={2017},
  publisher={Springer}
}

@article{mills2017objective,
  title={Objective Bayesian Precise Hypothesis Testing},
  author={Mills, Jeffrey A},
  journal={University of Cincinnati [original version: 2007]},
  year={2017}
}

@article{szucs2016empirical,
  title={Empirical assessment of published effect sizes and power in the recent cognitive neuroscience and psychology literature},
  author={Szucs, Denes and Ioannidis, John PA},
  journal={BioRxiv},
  pages={071530},
  year={2016},
  publisher={Cold Spring Harbor Laboratory}
}


@article{wagenmakers2016bayesian,
  title={Bayesian benefits for the pragmatic researcher},
  author={Wagenmakers, Eric-Jan and Morey, Richard D and Lee, Michael D},
  journal={Current Directions in Psychological Science},
  volume={25},
  number={3},
  pages={169--176},
  year={2016},
  publisher={Sage Publications Sage CA: Los Angeles, CA}
}


@article{ly2016harold,
  title={Harold Jeffreys’s default Bayes factor hypothesis tests: Explanation, extension, and application in psychology},
  author={Ly, Alexander and Verhagen, Josine and Wagenmakers, Eric-Jan},
  journal={Journal of Mathematical Psychology},
  volume={72},
  pages={19--32},
  year={2016},
  publisher={Elsevier}
}

@article{wasserstein2016asa,
  title={The ASA’s statement on p-values: context, process, and purpose},
  author={Wasserstein, Ronald L and Lazar, Nicole A and others},
  journal={The American Statistician},
  volume={70},
  number={2},
  pages={129--133},
  year={2016}
}


@article{etz2016bayesian,
  title={A Bayesian perspective on the reproducibility project: Psychology},
  author={Etz, Alexander and Vandekerckhove, Joachim},
  journal={PloS one},
  volume={11},
  number={2},
  pages={e0149794},
  year={2016},
  publisher={Public Library of Science}
}


@article{burrell2016machine,
  title={How the machine ‘thinks’: Understanding opacity in machine learning algorithms},
  author={Burrell, Jenna},
  journal={Big Data \& Society},
  volume={3},
  number={1},
  pages={2053951715622512},
  year={2016},
  publisher={SAGE Publications Sage UK: London, England}
}

@article{castelvecchi2016can,
  title={Can we open the black box of AI?},
  author={Castelvecchi, Davide},
  journal={Nature News},
  volume={538},
  number={7623},
  pages={20},
  year={2016}
}


@incollection{cohen2016earth,
  title={The earth is round (p<. 05)},
  author={Cohen, Jacob},
  booktitle={What if there were no significance tests?},
  pages={69--82},
  year={2016},
  publisher={Routledge}
}



@article{maxwell2015psychology,
  title={Is psychology suffering from a replication crisis? What does “failure to replicate” really mean?},
  author={Maxwell, Scott E and Lau, Michael Y and Howard, George S},
  journal={American Psychologist},
  volume={70},
  number={6},
  pages={487},
  year={2015},
  publisher={American Psychological Association}
}


@misc{mcelreath2014rethinking,
  title={rethinking: Statistical Rethinking book package. R package version 1.391},
  author={McElreath, R},
  year={2014}
}



@book{kruschke2014doing,
  title={Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan},
  author={Kruschke, John},
  year={2014},
  publisher={Academic Press}
}



@article{chambers2014instead,
  title={Instead of 'playing the game' it is time to change the rules: Registered Reports at AIMS Neuroscience and beyond},
  author={Chambers, Christopher D and Feredoes, Eva and Muthukumaraswamy, Suresh Daniel and Etchells, Peter},
  journal={AIMS Neuroscience},
  volume={1},
  number={1},
  pages={4--17},
  year={2014},
  publisher={Aims Press}
}


@article{dienes2014using,
  title={Using Bayes to get the most out of non-significant results},
  author={Dienes, Zoltan},
  journal={Frontiers in psychology},
  volume={5},
  pages={781},
  year={2014},
  publisher={Frontiers}
}


@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}
}





@incollection{mills2014bayesian,
  title={Bayesian MCMC estimation},
  author={Mills, Jeffrey A and Parent, Olivier},
  booktitle={Handbook of Regional Science},
  pages={1571--1595},
  year={2014},
  publisher={Springer}
}


@article{andrews2013prior,
  title={Prior approval: The growth of Bayesian methods in psychology},
  author={Andrews, Mark and Baguley, Thom},
  journal={British Journal of Mathematical and Statistical Psychology},
  volume={66},
  number={1},
  pages={1--7},
  year={2013},
  publisher={Wiley Online Library}
}



@article{kruschke2012time,
  title={The time has come: Bayesian methods for data analysis in the organizational sciences},
  author={Kruschke, John K and Aguinis, Herman and Joo, Harry},
  journal={Organizational Research Methods},
  volume={15},
  number={4},
  pages={722--752},
  year={2012},
  publisher={Sage Publications Sage CA: Los Angeles, CA}
}




@inproceedings{snoek2012practical,
  title={Practical bayesian optimization of machine learning algorithms},
  author={Snoek, Jasper and Larochelle, Hugo and Adams, Ryan P},
  booktitle={Advances in neural information processing systems},
  pages={2951--2959},
  year={2012}
}



@article{wagenmakers2010bayesian,
  title={Bayesian hypothesis testing for psychologists: A tutorial on the Savage--Dickey method},
  author={Wagenmakers, Eric-Jan and Lodewyckx, Tom and Kuriyal, Himanshu and Grasman, Raoul},
  journal={Cognitive psychology},
  volume={60},
  number={3},
  pages={158--189},
  year={2010},
  publisher={Elsevier}
}


@article{kruschke2010believe,
  title={What to believe: Bayesian methods for data analysis},
  author={Kruschke, John K},
  journal={Trends in cognitive sciences},
  volume={14},
  number={7},
  pages={293--300},
  year={2010},
  publisher={Elsevier}
}



@article{wagenmakers2007practical,
  title={A practical solution to the pervasive problems ofp values},
  author={Wagenmakers, Eric-Jan},
  journal={Psychonomic bulletin \& review},
  volume={14},
  number={5},
  pages={779--804},
  year={2007},
  publisher={Springer}
}



@book{jeffreys1998theory,
  title={The theory of probability},
  author={Jeffreys, Harold},
  year={1998},
  publisher={OUP Oxford}
}



@article{kirk1996practical,
  title={Practical significance: A concept whose time has come},
  author={Kirk, Roger E},
  journal={Educational and psychological measurement},
  volume={56},
  number={5},
  pages={746--759},
  year={1996},
  publisher={Sage Publications Sage CA: Thousand Oaks, CA}
}

@article{cohen1988statistical,
  title={Statistical power analysis for the social sciences},
  author={Cohen, Jacob},
  year={1988},
  publisher={Hillsdale, NJ: Erlbaum}
}
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