Framework for Open and Reproducible Research Training (FORRT) Resource Submission (Responses)
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TimestampName of ResourceType of Resource (e.g., Open Power Analysis Tutorial)NotesFORRT Principles. See FORRT for details.Link to ResourceORIGIN
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26/09/2018 10:58:50Replication and Open Science for UndergraduatesBlogThese are two sections of a chapter on Research Methods, and the first section follows a discussion of Null Hypothesis Significance Testing (NHST) and effect size.N/Ahttps://funderstorms.wordpress.com/2018/05/10/replication-and-open-science-for-undergraduates/
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25/09/2018 10:58:50Pre-registration of clinical trials is associated with fewer positive findingsBloghttp://theincidentaleconomist.com/wordpress/pre-registration-of-clinical-trials-is-associated-with-fewer-positive-findings/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=53
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24/09/2018 10:58:50teach your students to become better consumersBloghttps://www.psychologicalscience.org/observer/teach-your-students-to-be-better-consumershttps://osf.io/f82ej/
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23/09/2018 10:58:50Data peeking without p-hackingBlogsequential testinghttp://daniellakens.blogspot.com/2014/06/data-peeking-without-p-hacking.htmlhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=10
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22/09/2018 10:58:50What is a p-value?Blogp-valueshttp://daniellakens.blogspot.com/2014/08/what-is-p-value_21.htmlhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=11
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21/09/2018 10:58:50Always use Welch t-testBlogt-testhttp://daniellakens.blogspot.com/2015/01/always-use-welchs-t-test-instead-of.htmlhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=12
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20/09/2018 10:58:50The default bayesian test is prejudiced against small effectsBlogBayes Factorshttp://datacolada.org/2015/04/09/35-the-default-bayesian-test-is-prejudiced-against-small-effects/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=13
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19/09/2018 10:58:50power posing: readressing the evidence behind the most popular ted talkBlogp-curve applicationhttp://datacolada.org/2015/05/08/37-power-posing-reassessing-the-evidence-behind-the-most-popular-ted-talk/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=14
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18/09/2018 10:58:50Falsely Reassuring: Analyses of ALL p-valuesBlogp-curvehttp://datacolada.org/2015/08/24/41-falsely-reassuring-analyses-of-all-p-values-2/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=15
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17/09/2018 10:58:50The Amazing Significo: why researchers need to understand pokerBlogp-hackinghttp://deevybee.blogspot.com/2016/01/the-amazing-significo-why-researchers.html?m=1https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=16
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16/09/2018 10:58:50Evaluating the R-Index and the P-CurveBlogp-curve, R indexhttp://disjointedthinking.jeffhughes.ca/2015/01/evaluating-r-index-p-curve/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=17
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15/09/2018 10:58:50Reply to Uri Simonsohn's Critique of Default Bayesian TestsBlogBayes Factorshttp://jeffrouder.blogspot.ca/2015/04/reply-to-uri-simonsohns-critique-of.htmlhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=18
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14/09/2018 10:58:50Retraction Watch: Michael LaCour archivesBloghttp://retractionwatch.com/category/by-author/lacour/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=19
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13/09/2018 10:58:50Degrees of Freedom TutorialBloghttp://ron.dotsch.org/degrees-of-freedom/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=20
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12/09/2018 10:58:50Calculating the overlap of two normal distributions using monte carlo intergrationBloghttp://rpsychologist.com/calculating-the-overlap-of-two-normal-distributions-using-monte-carlo-integrationhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=21
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11/09/2018 10:58:50Visualizing a one-way ANOVABlogvisualizationhttp://rpsychologist.com/d3-one-way-anovahttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=22
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10/09/2018 10:58:50Interpreting confidence intervalsBlogvisualizationhttp://rpsychologist.com/d3/CI/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=23
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09/09/2018 10:58:50Interpreting correlationsBlogvisualizationhttp://rpsychologist.com/d3/correlation/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=25
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08/09/2018 10:58:50Understanding Statistical Power and Significance Testing: an interactive visualizationBlogvisualizationhttp://rpsychologist.com/d3/NHST/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=26
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07/09/2018 10:58:50Distribution of p-values when comparing two groupsBlogvisualizationhttp://rpsychologist.com/d3/pdist/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=27
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06/09/2018 10:58:50Effect of sample size on teh accuracy of Cohen's d estimatesBloghttp://rpsychologist.com/effect-of-sample-size-on-the-accuracy-of-cohens-d-estimates-95-cihttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=28
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05/09/2018 10:58:50Expected overestiationg of Cohen's d under publication biasBlogvisualizationhttp://rpsychologist.com/expected-overestimation-of-cohens-d-under-publication-biashttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=29
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04/09/2018 10:58:50How to tell when error bars correspond to a significant p-valueBloghttp://rpsychologist.com/how-to-tell-when-error-bars-correspond-to-a-significant-p-valuehttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=30
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03/09/2018 10:58:50Bayesian inferenceBlogvisualizationhttp://rpsychologist.com/new-d3-js-visualization-bayeshttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=31
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02/09/2018 10:58:50The t-distritbution and its normal approximationBlogvisualizationhttp://rpsychologist.com/new-d3-js-visualization-t-distributionhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=32
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01/09/2018 10:58:50Using R and lme/lmer to fit different two- and three- level longitudinal modelsBloghttp://rpsychologist.com/r-guide-longitudinal-lme-lmerhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=33
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31/08/2018 10:58:50Short R script to plot effect sizes (Cohen's d) and share overlapping areBloghttp://rpsychologist.com/short-r-script-to-plot-effect-sizes-cohens-d-and-shade-overlapping-areahttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=34
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30/08/2018 10:58:50P-curve visualization updated with log x-axisBlogvisualizationhttp://rpsychologist.com/updated-d3-js-visualization-p-curve-distributionhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=35
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29/08/2018 10:58:50Why p=.048 should be rareBlogp-valueshttp://sometimesimwrong.typepad.com/wrong/2015/06/why-p-048-should-be-rare-and-why-this-feels-counterintuitive.htmlhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=36
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28/08/2018 10:58:50A tale of two papersBlogfile drawerhttp://sometimesimwrong.typepad.com/wrong/2015/11/guest-post-a-tale-of-two-papers.htmlhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=37
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27/08/2018 10:58:50P-curveBlogp-curvehttp://willgervais.com/blog/2014/7/20/my-p-curvehttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=38
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26/08/2018 10:58:50Mission: P-curveBlogp-curvehttp://willgervais.com/blog/2015/3/27/mission-p-curvehttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=39
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25/08/2018 10:58:50Understanding Bayes: A Look at the LikelihoodBloglikelihoodhttp://alexanderetz.com/2015/04/15/understanding-bayes-a-look-at-the-likelihood/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=4
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24/08/2018 10:58:50Bad Science log, post-GuardianBloghttp://www.badscience.net/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=40
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23/08/2018 10:58:50Bargain Basement BayesBlogBayeshttps://funderstorms.wordpress.com/2015/07/22/bargain-basement-bayes/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=41
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21/08/2018 10:58:50The Hardest ScienceBlogvarioushttps://hardsci.wordpress.com/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=43
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20/08/2018 10:58:50Replication in Psychology: a historical perspectiveBlogreproducibilityhttps://psyborgs.github.io/projects/replication-in-psychology/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=44
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19/08/2018 10:58:50
The Test of Insufficient Variance (TIVA): A New Tool for the Detection of Questionable Research Practices
BlogTIVAhttps://replicationindex.wordpress.com/2014/12/30/the-test-of-insufficient-variance-tiva-a-new-tool-for-the-detection-of-questionable-research-practices/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=45
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18/08/2018 10:58:50
Replacing p-values with Bayes-Factors: A Miracle Cure for the Replicability Crisis in Psychological Science
BlogBayes Factorshttps://replicationindex.wordpress.com/2015/04/30/replacing-p-values-with-bayes-factors-a-miracle-cure-for-the-replicability-crisis-in-psychological-science/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=46
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17/08/2018 10:58:50Tutorial/R code for creating plots for 2-way interactionsBlogR; data-visualization; interactionshttps://sakaluk.wordpress.com/2015/08/27/6-make-it-pretty-plotting-2-way-interactions-with-ggplot2/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=47
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16/08/2018 10:58:50Tutorial/R code for creating funnel/forest plotsBlogR; data-visualization; meta-analysishttps://sakaluk.wordpress.com/2016/02/16/7-make-it-pretty-plots-for-meta-analysis/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=48
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15/08/2018 10:58:50Tutorial/R code for creating scree/parallel analysis plotsBlogR; data-visualization; factor analysishttps://sakaluk.wordpress.com/2016/05/26/11-make-it-pretty-scree-plots-and-parallel-analysis-using-psych-and-ggplot2/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=49
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14/08/2018 10:58:50Understanding Bayes: Visualization of the Bayes FactorBlogBayes Factorshttp://alexanderetz.com/2015/08/09/understanding-bayes-visualization-of-bf/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=5
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13/08/2018 10:58:50Bad Science blog on the Guardian webpagesBloghttps://www.theguardian.com/science/series/badsciencehttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=50
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12/08/2018 10:58:50Frequentist accuracy of Bayesian estimatesBlogBayes, frequentisthttps://robertgrantstats.wordpress.com/2015/10/21/frequentist-accuracy-of-bayesian-estimates/#commentshttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=51
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11/08/2018 10:58:50The Bayesian Reproducibility ProjectBlogBayes, replication projecthttp://alexanderetz.com/2015/08/30/the-bayesian-reproducibility-project/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=52
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09/08/2018 10:58:50Statistical Modeling, Causal Inference, and Social ScienceBlogstatistical analysis, research methods, repoducibilityhttp://andrewgelman.com/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=7
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08/08/2018 10:58:50The Bayesfactor blogBlogbloghttp://bayesfactor.blogspot.co.ukhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=8
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07/08/2018 10:58:50Introducing JASPBlogJASP softwarehttp://blog.efpsa.org/2015/09/01/introducing-jasp-a-free-and-intuitive-statistics-software-that-might-finally-replace-spss/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=9
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10/10/2018 10:58:50
Cumming, G. (2012). Understanding the new statistics: Effect sizes, confidence intervals, and meta-analysis. New York: Routledge.
Bookshttp://www.latrobe.edu.au/psychology/research/research-areas/cognitive-and-developmental-psychology/escihttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=54
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09/10/2018 10:58:50Faking Science: A True Story of Academic FraudBookshttps://errorstatistics.files.wordpress.com/2014/12/fakingscience-20141214.pdfhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=55
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08/10/2018 10:58:50
Dienes, Z. (2008). Understanding psychology as a science: An introduction to scientific and statistical inference. Palgrave Macmillan.
BooksNHST; Likelihoods; Bayesian Statistics; Frequentist Statistics; Philosophy of Sciencehttps://he.palgrave.com/page/detail/?sf1=barcode&st1=9780230542303https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=56
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07/10/2018 10:58:50Royall, R. (1997). Statistical evidence: A likelihood paradigm. CRC Press.BooksLikelihoodhttps://www.crcpress.com/Statistical-Evidence-A-Likelihood-Paradigm/Royall/p/book/9780412044113https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=57
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06/10/2018 10:58:50Dyadic Data AnalysisBooksStatistics; dyadic datahttp://www.amazon.com/Dyadic-Analysis-Methodology-Social-Sciences/dp/1572309865?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o09_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=59
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05/10/2018 10:58:50Exploratory Factor Analysis (Understanding Statistics)BooksStatistics; factor analysishttp://www.amazon.com/Exploratory-Factor-Analysis-Understanding-Statistics/dp/0199734178?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o00_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=60
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04/10/2018 10:58:50
Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach
BooksStatistics; regression; interactions; mediationhttp://www.amazon.com/Introduction-Mediation-Moderation-Conditional-Analysis/dp/1609182308?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o03_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=61
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03/10/2018 10:58:50Introduction to Meta-AnalysisBooksStatistics; meta-analysishttp://www.amazon.com/Introduction-Meta-Analysis-Michael-Borenstein/dp/0470057246?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o02_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=62
59
02/10/2018 10:58:50Longitudinal Structural Equation ModelingBooksStatistics; latent variables; longitudinalhttp://www.amazon.com/Longitudinal-Structural-Equation-Modeling-Methodology/dp/1462510167?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o03_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=63
60
01/10/2018 10:58:50
Multilevel Analysis: An Introduction to Basic and Advanced Multilevel Modeling 1st Edition
BooksStatistics; MLM; HLMhttp://www.amazon.com/Multilevel-Analysis-Introduction-Advanced-Modeling/dp/0761958908?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o07_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=64
61
30/09/2018 10:58:50Applied Multiple Regression/Correlation Analysis for the Behavioral SciencesBooksStatistics; regressionhttp://www.amazon.com/Multiple-Regression-Correlation-Analysis-Behavioral/dp/0805822232?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o03_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=65
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29/09/2018 10:58:50Latent Variable Modeling Using R: A Step-by-Step GuideBooksStatistics; R; latent variableshttp://www.amazon.com/R-Graphics-Cookbook-Winston-Chang/dp/1449316956?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o03_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=66
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28/09/2018 10:58:50Theory Construction and Model-Building Skills: A Practical Guide for Social ScientistsBooksTheoryhttp://www.amazon.com/Theory-Construction-Model-Building-Skills-Methodology/dp/1606233394?ie=UTF8&psc=1&redirect=true&ref_=oh_aui_detailpage_o03_s00https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=67
64
27/09/2018 10:58:50Latent Variable Modeling with RBooksR; latent variable; statisticshttps://www.amazon.ca/gp/product/0415832446/ref=oh_aui_detailpage_o01_s00?ie=UTF8&psc=1https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=68
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07/08/2018 10:47:55consolidating teaching resourcesCollectionSIPS 2018 project putting together materials relevant to open and reproducible science. Includes course materials, videos, stats resourcesNot Applicable (explain in Notes)https://osf.io/bts5d/wiki/home/
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07/08/2018 11:00:53Teaching Replication in Psychology: A Guide for Teachers and StudentsCollectionReplication researchhttps://osf.io/28r6g/
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07/08/2018 10:55:06course syllabi for open and reproducible scienceCollectionCollection of courses and syllabus for open and reproducible practicesReproducibility knowledge, Conceptual and statistical knowledgehttps://osf.io/vkhbt/wiki/home/
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08/08/2018 09:44:35Measurement MattersCollection Eiko Fried & Jessica Flake put together a reading list of materials for key issues in measurement and psychometricsReproducibility knowledge, Conceptual and statistical knowledge, Reproducible analyses, Open data and materialshttps://docs.google.com/document/d/11jyoXtO0m2lUywpC04KjLvI5QcBUY4YtwEvw6cg2cMs/edit
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09/08/2018 11:27:21Open science toolboxCollectionReproducibility knowledge, Conceptual and statistical knowledge, Reproducible analyses, Preregistration, Open data and materials, Replication researchhttps://www.osc.uni-muenchen.de/toolbox/index.html
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08/08/2018 09:42:57Teaching reproducible science hack-a-thon from 2018 SIPSCollectionReproducibility knowledge, Conceptual and statistical knowledge, Reproducible analyses, Preregistration, Open data and materials, Replication researchhttps://osf.io/x7d45/
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07/08/2018 11:09:57Teaching resources spreadsheetCollectionthis spreadsheet has around 200 resources that will be useful to exploreReproducibility knowledge, Conceptual and statistical knowledge, Reproducible analyses, Preregistration, Open data and materials, Replication researchhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=0
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07/08/2018 10:50:07Open science toolboxCollectionCollection of tools to facilitate open science, including; resources, key papers, and so on, across the spectrum of open and reproducible science - led by Jeff Rouder and Joachim VandekerckhoveReproducibility knowledge, Conceptual and statistical knowledge, Reproducible analyses, Preregistration, Open data and materials, Replication researchhttps://www.osc.uni-muenchen.de/toolbox/index.html
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10/08/2018 07:44:29open science training handbookCollectionhandbook of open science training practices - focus on opennessReproducible analyses, Open data and materialshttps://open-science-training-handbook.gitbook.io/book/open-science-basics
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11/10/2018 10:58:50teaching psych scienceCollectionhttp://www.teachpsychscience.org/https://osf.io/f82ej/
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SignificantComichttps://xkcd.com/882/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=70
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02/08/2018 05:37:45Transparent and Open Social Science Research - online course from Berkeley Initiative for Transparency in the Social Sciences (BITSS)CourseDemand is growing for evidence-based policy making, but there is also growing recognition in the social science community that limited transparency and openness in research have contributed to widespread problems. With this course, you can explore the causes of limited transparency in social science research, as well as tools to make your own work more open and reproducible. This is a 5-week course based on a graduate level course taught by BITSS Faculty Director Ted Miguel at UC Berkeley. N/Ahttps://www.bitss.org/mooc-parent-page/
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02/08/2018 05:33:47Improving your statistical inferences - Daniel LakensCourseThis course covers a number of topics relevant to reproducible and open science in an accessible and engaging format. While this course revisits many of the 'basics' fundamental to statistical inference, a common response to the course is "I wish I learned this in my undergraduate"N/Ahttps://www.coursera.org/learn/statistical-inferences
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07/08/2018 10:53:05Methods for Reliable, Transparent, and Open ScienceCourseA 10 week course - links to papers and assignments. sections could be adapted easily for a seminar series on e.g. preregistration or understanding the crisisReproducibility knowledge, Conceptual and statistical knowledge, Preregistrationhttps://github.com/rouderj/transparent-science-course
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09/08/2018 11:10:24Transparent and Open Social Science Research courseCourseMOOC from the Berkeley Initiative for Transparency in the Social SciencesReproducibility knowledge, Conceptual and statistical knowledge, Reproducible analyses, Preregistration, Open data and materials, Replication researchhttps://www.bitss.org/mooc-parent-page/
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02/08/2018 05:37:45Distribution of p-values when comparing two groupsDemohttp://rpsychologist.com/d3/pdist/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=74
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02/08/2018 05:33:47Hack Your Way To Scientific GloryDemohttp://projects.fivethirtyeight.com/p-hacking/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=73
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09/08/2018 11:10:24Project TIERFrameworkTeaching Integrity in Empirical Research - guidance and resources to guide students to transparent and reproducible science. TIER also provides training and fellowships
Reproducibility knowledge, Conceptual and statistical knowledge, Reproducible analyses, Preregistration, Open data and materials, Replication researchhttps://www.projecttier.org/
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09/08/2018 11:10:24Teaching replication in psychologyOSF projectReplication researchhttps://osf.io/28r6g/
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02/08/2018 05:37:45Teaching replication in psychologyOSF projecthttps://osf.io/28r6g/
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02/08/2018 05:33:47CREP projectOSF projecthttps://osf.io/wfc6u/https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=75
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02/08/2018 05:33:47Which is the correct statistical test to use?Papershort, useful paperConceptual and statistical knowledgehttp://oralpathol.dlearn.kmu.edu.tw/case/Journal%20reading-intern-08-12/statistical%20use-review-BJOMFS-2008.pdf
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02/08/2018 05:37:45How (and whether) to teach undergraduates about the replication crisis in psychological sciencePaperA useful paper highlighting the benefit and acceptability of teaching undergraduates (even very briefly) about the replication crisisN/Ahttp://journals.sagepub.com/doi/abs/10.1177/0098628318762900
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09/08/2018 11:10:24The preregistration revolutionPaperPreregistrationhttps://doi.org/10.1073/pnas.1708274114
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02/08/2018 05:37:45Teaching replicationPaperextremely useful paper on teaching replicationsreplicationhttps://osf.io/b7hqn/
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02/08/2018 05:37:45Teaching replicationPaperReplication researchhttps://osf.io/b7hqn/
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09/08/2018 11:10:24Introduction to Bayes FactorsPaperBayes Factorshttp://onlinelibrary.wiley.com/doi/10.1111/j.1740-9713.2006.00204.x/epdfhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=2
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09/08/2018 11:10:24the replication crisis in psychologyPapergood introductionhttp://nobaproject.com/modules/the-replication-crisis-in-psychologyhttps://osf.io/f82ej/
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Exploring Small, Confirming Big: An Alternative System to The New Statistics for Advancing Cumulative and Replicable Psychological Research
PaperMeta-science; systems for research; the new statisticshttp://johnsakaluk.com/wp-content/uploads/2014/06/Sakaluk_2015_JESP.pdfhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=99
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LeBel, E.P., & Peters, K.R. (2011). Fearing the future of empirical psychology: Bem’s (2011) evidence of psi as a case study in deficiencies in modal research practice. Review of General Psychology, 15, 371-379.
PaperP-hacking; Replication; Psi; NHSThttp://dx.doi.org/10.1037/a0025172https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=96
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Ioannidis, J.P.A. & Trikalinos, T.A. (2007). An exploratory test for an excess of significant findings. Clinical Trials, 4, 245-253.
PaperPublication Biashttp://ctj.sagepub.com/content/4/3/245.shorthttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=93
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Cohen, J. (1992). Statistical power analysis. Current Directions in Psychological Science, 1(3), 98–101.
PaperPower; Power Analysishttp://cdp.sagepub.com/content/1/3/98.citationhttps://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=91
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09/08/2018 11:10:24Power failure: why small sample size undermines the reliability of neurosciencePaperpowerdoi:10.1038/nrn3475https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=88
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09/08/2018 11:10:24Questionable Research Practices RevisitedPaperquestionable research practiciesDOI: 10.1177/1948550615612150https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=85
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Measuring the Prevalence of Questionable Research Practices With Incentives for Truth Telling
Paperidentifying problemsDOI: 10.1177/0956797611430953https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=83
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Bem, D. J. (2011). Feeling the Future: Experimental Evidence for Anomalous Retroactive Influences on Cognition and Affect. Journal of Personality and Social Psychology, 100(3), 407-425.
Paperhttp://dx.doi.org/10.1037/a0021524https://docs.google.com/spreadsheets/d/1kzJDrj3dtL9WOz_zRMEhgR7xxo9p3pGQOLJMUVkO1A0/edit#gid=80
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