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bibliography.bib
@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={http://bayesfactor.blogspot.com/2015/01/multiple-comparisons-with-bayesfactor-2.html},
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}
}
@article{lilienfeld2015fifty,
doi = {10.3389/fpsyg.2015.01100},
title={Fifty psychological and psychiatric terms to avoid: a list of inaccurate, misleading, misused, ambiguous, and logically confused words and phrases},
author={Lilienfeld, Scott O and Sauvign{\'e}, Katheryn C and Lynn, Steven Jay and Cautin, Robin L and Latzman, Robert D and Waldman, Irwin D},
journal={Frontiers in Psychology},
volume={6},
pages={1100},
year={2015},
publisher={Frontiers}
}
@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{morey2011bayesinterval,
title={Bayes factor approaches for testing interval null hypotheses},
author={Morey, Richard D and Rouder, Jeffrey N},
journal={Psychological methods},
volume={16},
number={4},
pages={406},
year={2011},
publisher={American Psychological Association}
}
@article{clyde2011bayesian,
title={Bayesian adaptive sampling for variable selection and model averaging},
author={Clyde, Merlise A and Ghosh, Joyee and Littman, Michael L},
journal={Journal of Computational and Graphical Statistics},
volume={20},
number={1},
pages={80--101},
year={2011},
publisher={Taylor \& Francis}
}
@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},
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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}
}
@article{rouder2012default,
title={Default Bayes factors for ANOVA designs},
author={Rouder, Jeffrey N and Morey, Richard D and Speckman, Paul L and Province, Jordan M},
journal={Journal of Mathematical Psychology},
volume={56},
number={5},
pages={356--374},
year={2012},
publisher={Elsevier}
}
@article{wagenmakers2018SI,
title={The Support Interval},
author={Wagenmakers, Eric-Jan and Gronau, Quentin Frederik and Dablander, Fabian and Etz, Alexander},
year={2018},
publisher={PsyArXiv},
url = {https://psyarxiv.com/zwnxb/},
doi = {10.31234/osf.io/zwnxb}
}
@article{rouder2018bayesian,
title={Bayesian inference for psychology, part IV: Parameter estimation and Bayes factors},
author={Rouder, Jeffrey N and Haaf, Julia M and Vandekerckhove, Joachim},
journal={Psychonomic bulletin \& review},
volume={25},
number={1},
pages={102--113},
year={2018},
publisher={Springer}
}
@article{van2019cautionary,
title={A cautionary note on estimating effect size},
author={van den Bergh, Don and Haaf, Julia M and Ly, Alexander and Rouder, Jeffrey N and Wagenmakers, Eric-Jan},
year={2019},
publisher={PsyArXiv}
}
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