References

Abrusán, Márta, and Kriszta Szendröi. 2013. “Experimenting with the King of France: Topics, Verifiability and Definite Descriptions.” Semantics & Pragmatics 6 (1): 1–43.

Academy, Khan. 2019. “Lagrange multipliers, introduction.” 2019. https://www.khanacademy.org/math/multivariable-calculus/applications-of-multivariable-derivatives/constrained-optimization/a/lagrange-multipliers-single-constraint.

Allen, Christopher, and David M. A. Mehler. 2019. “Open Science Challenges, Benefits and Tips in Early Career and Beyond.” PLoS Biol 17 (5): e3000246. https://doi.org/10.1371/journal.pbio.3000246.

Anscombe, F. J. 1973. “Graphs in Statistical Analysis.” The American Statistician 27 (1): 17–21. https://doi.org/10.2307/2682899.

Benjamin, Daniel J., James O. Berger, Magnus Johannesson, et al. 2017. “Redefine Statistical Significance.” Nat Hum Behav 2: 6–10. https://doi.org/10.1038/s41562-017-0189-z.

Blitzstein, Joseph K., and Jessica Hwang. 2014. Introduction to Probability. Chapman; Hall/CRC.

Box, George E. P. 1979. “Robustness in the Strategy of Scientific Model Building.” In Robustness in Statistics, edited by R. L. Launer and G. N. Wilkinson, 201–36. Cambridge, MA: Academic Press.

Burkner, Paul-Christian. 2017. “brms: An R Package for Bayesian Multilevel Models Using Stan.” Journal of Statistical Software 80 (1): 1–28. https://doi.org/10.18637/jss.v080.i01.

Burnham, Kenneth P., and David R. Anderson. 2002. Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach. Berlin: Springer.

Carpenter, Bob, Andrew Gelman, Matthew D. Hoffman, Daniel Lee, Ben Goodrich, Michael Betancourt, Marcus Brubaker, Jiqiang Guo, Peter Li, and Allen Riddell. 2017. “Stan: A Probabilistic Programming Language.” Journal of Statistical Software 76 (1). https://doi.org/10.18637/jss.v076.i01.

Chambers, Chris. 2017. The Seven Deadly Sins of Psychology: A Manifesto for Reforming the Culture of Scientific Practice. Princeton University Press.

Cohen, Jacob. 1962. “The Statistical Power of Abnormal-Social Psychological Research: A Review.” The Journal of Abnormal and Social Psychology 65 (3): 145–53. https://doi.org/10.1037/h0045186.

De Martino, Andrea, and Daniele De Martino. 2018. “An Introduction to the Maximum Entropy Approach and its Application to Inference Problems in Biology.” Heliyon 4 (4).

Duyx, Bram, Miriam J. E. Urlings, Gerard M. H. Swaen, Lex M. Bouter, and Maurice P. Zeegers. 2017. “Scientific Citations Favor Positive Results: A Systematic Review and Meta-Analysis.” Journal of Clinical Epidemiology 88: 92–101. https://doi.org/10.1016/j.jclinepi.2017.06.002.

Fanelli, Daniele. 2010. “Do Pressures to Publish Increase Scientists’ Bias? An Empirical Support from US States Data.” PLoS One 5 (4): e10271. https://doi.org/10.1371/journal.pone.0010271.

Finlayson, Sam. 2017. “Deriving probability distributions using the Principle of Maximum Entropy.” 2017. https://sgfin.github.io/2017/03/16/Deriving-probability-distributions-using-the-Principle-of-Maximum-Entropy/#introduction .

Franke, Michael, and Timo B. Roettger. 2019. “Bayesian Regression Modeling (for Factorial Designs): A Tutorial.”

Gelman, Andrew, and John Carlin. 2014. “Beyond Power Calculations: Assessing Type s (Sign) and Type m (Magnitude) Errors.” Perspectives on Psychological Science 9 (6): 641–51. https://doi.org/10.1177/1745691614551642.

Gelman, Andrew, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, and Donald B. Rubin. 2014. Bayesian Data Analysis. Chapman; Hall/CRC.

Gigerenzer, Gerd. 2004. “Mindless Statistics.” Journal of Social Economy 33: 587–606.

Goodman, Noah D, and Andreas Stuhlmüller. 2014. “The Design and Implementation of Probabilistic Programming Languages.” http://dippl.org.

Gronau, Quentin F., Alexander Ly, and Eric-Jan Wagenmakers. 2019. “Informed Bayesian t-Tests.” The American Statistician.

Gronau, Quentin F., Alexandra Sarafoglou, Dora Matzke, Alexander Ly, Udo Boehm, Maarten Marsman, David S. Leslie, Jonathan J. Forster, Eric-Jan Wagenmakers, and Helen Steingroever. 2017. “A Tutorial on Bridge Sampling.” Journal of Mathematical Psychology 81: 80–97.

Haller, Heiko, and Stefan Krauss. 2002. “Misinterpretations of Significance: A Problem Students Share with Their Teachers?” Methods of Psychological Research Online 7 (1): 1–20.

Halpern, Joseph Y. 2003. Reasoning about Uncertainty. MIT Press.

Hardwicke, Tom E., and John P. A. Ioannidis. 2018. “Populating the Data Ark: An Attempt to Retrieve, Preserve, and Liberate Data from the Most Highly-Cited Psychology and Psychiatry Articles.” PloS One 13 (8): e0201856. https://doi.org/10.1371/journal.pone.0201856.

Healy, Kieran. 2018. Data Visualization. New Jersey, USA: Princeton University Press.

Jaeger, T. Florian. 2008. “Categorical Data Analysis: Away from ANOVAs (Transformation or Not) and Towards Logit Mixed Models.” Journal of Memory and Language 59: 434–46.

Jaynes, Edwin T. 2003. Probability Theory: The Logic of Science. Cambridge university press.

John, Leslie K., George Loewenstein, and Drazen Prelec. 2012. “Measuring the Prevalence of Questionable Research Practices with Incentives for Truth Telling.” Psychological Science 23 (5): 524–32. https://doi.org/10.1177/0956797611430953.

Kahneman, Daniel. 2014. “A New Etiquette for Replication.” Social Psychology 45 (4): 310–11.

Keng, Brian. 2017. “Maximum Entropy Distributions.” 2017. http://bjlkeng.github.io/posts/maximum-entropy-distributions/.

Kidwell, Mallory C., Ljiljana B. Lazarević, Erica Baranski, Tom E. Hardwicke, Sarah Piechowski, Lina-Sophie Falkenberg, et al. 2016. “Badges to Acknowledge Open Practices: A Simple, Low-Cost, Effective Method for Increasing Transparency.” PLoS Biology 14 (5): e1002456. https://doi.org/10.1371/journal.pbio.1002456.

Klugkist, Irene, and Herbert Hoijtink. 2007. “The Bayes Factor for Inequality and about Equality Constrained Models.” Computational Statistics and Data Analysis 51 (12): 6367–79.

Klugkist, Irene, Bernet Kato, and Herbert Hoijtink. 2005. “Bayesian Model Selection Using Encompassing Priors.” Statistica Neelandica 59 (1): 57–69.

Kruschke, John. 2015. Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan. Academic Press.

Lakens, Daniël, Frederico G. Adolfi, Casper J. Albers, et al. 2018. “Justify Your Alpha.” Nat Hum Behav 2: 168–71. https://doi.org/10.1038/s41562-018-0311-x.

Lee, Michael D., and Eric-Jan Wagenmakers. 2014. Bayesian cognitive modeling: A practical course. Cambridge university press.

Makel, Matthew C., Jonathan A. Plucker, and Boyd Hegarty. 2012. “Replications in Psychology Research: How Often Do They Really Occur?” Perspectives on Psychological Science 7 (6): 537–42. https://doi.org/10.1177/1745691612460688.

Marjan, Bakker, Annette van Dijk, and Jelte M. Wicherts. 2012. “The Rules of the Game Called Psychological Science.” Perspectives on Psychological Science 7 (6): 543–54. https://doi.org/10.1177/1745691612459060.

McElreath, Richard. 2015. Statistical Rethinking: A Bayesian Course with Examples in R and Stan. Chapman; Hall/CRC.

Mithat Gonen, Yonggang Lu & Peter H. Westfall, Wesley O. Johnson. 2005. “The Bayesian Two-Sample t-Test.” The American Statistician 59 (3): 252–57. https://doi.org/10.1198/000313005X55233.

Myung, In Jae. 2003. “Tutorial on Maximum Likelihood Estimation.” Journal of Mathematical Psychology 47: 90–100.

Oh, Man-Suk. 2014. “Bayesian Comparison of Models with Inequality and Equality Constraints.” Statistics and Probability Letters 84: 176–82.

Olive, David J. 2017. Linear Regression. Springer International Publishing.

Open Science Collaboration. 2015. “Estimating the Reproducibility of Psychological Science.” Science 349 (6251): aac4716. https://doi.org/10.1126/science.aac4716.

R Core Team. 2018. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/.

Reza, Fazlollah M. 1994. An Introduction to Information Theory. Courier Corporation.

Rouder, Jeffrey N., and Richard D. Morey. 2012. “Default Bayes Factors for Model Selection in Regression.” Multivariate Behavioral Research 47 (6): 877–903.

Rouder, Jeffrey N., Paul l. Speckman, Dongchu Sun, Richard D. Morey, and Geoffrey Iverson. 2009. “Bayesian t Tests for Accepting and Rejecting the Null Hypothesis.” Psychonomic Bulletin & Review 16 (2): 225–37.

Scheel, Anne M., Mitchell Schijen, and Daniël Lakens. 2020. “An Excess of Positive Results: Comparing the Standard Psychology Literature with Registered Reports.” https://doi.org/10.31234/osf.io/p6e9c.

Sedlmeier, Peter, and Gerd Gigerenzer. 1989. “Do Studies of Statistical Power Have an Effect on the Power of Studies?” Psychological Bulletin 105 (2): 309–16. https://doi.org/10.1037/0033-2909.105.2.309.

Simmons, Joseph P., Leif D. Nelson, and Uri Simonsohn. 2012. “A 21 Word Solution.” Dialogue: The Official Newsletter of the Society for Personality and Social Psychology 26 (2): 4–7. https://doi.org/10.2139/ssrn.2160588.

Srivastava, Sanjay. 2012. “A Pottery Barn rule for scientific journals.” 2012. https://thehardestscience.com/2012/09/27/a-pottery-barn-rule-for-scientific-journals/.

Stapel, Diederik. 2014. Faking Science: A True Story of Academic Fraud. Translated by Nicholas J. L. Brown.

Sterling, Theodore D. 1959. “Publication Decisions and Their Possible Effects on Inferences Drawn from Tests of Significance–or Vice Versa.” Journal of the American Statistical Association 54 (285): 30–34. https://doi.org/10.2307/2282137.

Szucs, Denes, and John P. A. Ioannidis. 2017. “Empirical Assessment of Published Effect Sizes and Power in the Recent Cognitive Neuroscience and Psychology Literature.” PLoS Biology 15 (3): e2000797. https://doi.org/10.1371/journal.pbio.2000797.

Tufte, Edward. 1983. The Visual Display of Quantitative Information. Graphics Press.

Vallverdú, Jordi. 2016. Bayesians Versus Frequentists: A Philosophical Debate on Statistical Reasoning. Heidelberg: Springer.

Vuong, Quang H. 1989. “Likelihood Ratio Tests for Model Selection and Non-Nested Hypotheses.” Econometrica 57 (2): 307–33.

Wagenmakers, Eric-Jan. 2007. “A Practical Solution to the Pervasive Problems of p Values.” Psychonomic Bulletin & Review 14 (5): 779–804.

Wagenmakers, Eric-Jan, and Simon Farrell. 2004. “AIC Model Selection Using Akaike Weights.” Psychonomic Bulletin & Review 11 (1): 192–96.

Wetzels, Ruud, Raoul P. P. P. Grasman, and Eric-Jan Wagenmakers. 2010. “An Encompassing Prior Generalization of the Savage–Dickey Density Ratio.” Computational Statistics and Data Analysis 54: 2094–2102.

Wicherts, Jelte M., Marjan Bakker, and Dylan Molenaar. 2011. “Willingness to Share Research Data Is Related to the Strength of the Evidence and the Quality of Reporting of Statistical Results.” PloS One 6 (11): e26828. https://doi.org/10.1371/journal.pone.0026828.

Wickham, Hadley. 2010. “A Layered Grammar of Graphics.” Journal of Computational and Graphical Statistics 19 (1): 3–28.

———. 2014. “Tidy Data.” Journal of Statistical Software 59 (10).

———. 2017. tidyverse: Easily Install and Load the ’Tidyverse’. https://CRAN.R-project.org/package=tidyverse.

Wickham, Hadley, and Garrett Grolemund. 2016. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. O’Reilly Media, Inc.

Wilson, Andrew D. 2014. “Psychology’s Real Replication Problem: Our Methods Sections.” May 26, 2014. https://psychsciencenotes.blogspot.com/2014/05/psychologys-real-replication-problem.html.

Wingen, Tobias, Jana B. Berkessel, and Birte Englich. 2019. “No Replication, No Trust? How Low Replicability Influences Trust in Psychology.” Social Psychological and Personality Science 11 (4): 454–63. https://doi.org/10.1177/1948550619877412.

Winter, Bodo. 2013. “Linear models and linear mixed effects models in R with linguistic applications.”

———. 2019. Statistics for Linguists: An Introduction Using R. Routledge.

Winter, Bodo, and S. Grawunder. 2012. “The Phonetic Profile of Korean Formality.” Journal of Phonetics 40: 808–15.