The cult of statistical significance. Hidden random uncertainties in science, their roots in human mind, and unexpected outcomes 1400-236KIS
This course has not yet been described...
Main fields of studies for MISMaP
mathematics
psychology
biotechnology
environmental protection
geology
applied geology
astronomy
spatial development
physics
geography
chemistry
computer science
Type of course
elective monographs
general courses
optional courses
Mode
Prerequisites (description)
Course coordinators
Bibliography
Additions will be made during the course.
American Statistician Special Supplement. 2019. Statistical Inference in the 21st Century: A World Beyond p<0.05. Am.Stat. 73: sup1.: 1-401.
Amrhein V, Greenland S, McShane B. 2019. Retire statistical significance. Nature, 567: 305-307.
Appiah KA. 2017. As If: Idealization and Ideals. Harvard University Press.
Berry D.A. 1996. Statistics. A Bayesian Perspective. Duxbury Press.
Boyd B. 2009. On the Origin of Stories. Evolution, Cognition, and Fiction. Harvard University Press.
Burton R.A. 2008. On Being Certain. Believing You Are Right Even When You're Not. St. Martin's Griffin.
Clarke BS, Clarke JL. 2018. Predictive statistics. Cambridge University Press.
Cumming G. 2011. Understanding the New Statistics: Effect Sizes, Confidence Intervals, and Meta-Analysis. Routledge.
Dawkins R. 1982. The Extended Phenotype. The Gene as the Unit of Selection. Freeman. [Fenotyp rozszerzony. Dalekosiężny gen. 2003, Prószyński i S-ka]
Distin K. 2005. The Selfish Meme. A Critical Reassessment. Cambridge University Press.
Gelman A, Hill J, Vehtari A. 2021. Regression and Other Stories. Cambridge University Press.
Gigerenzer G. 2008. Rationality for Mortals. How People Cope with Uncertainty. Oxford University Press.
Halsey LG, Curran-Everett D., Vowler SL, Drummond G. 2015. The fickle P value generates irreproducible results. Nature Methods, 12: 179-185.
Harlow L, Mulaik S, Steiger J, editors. 1997. What If There Were No Significance Tests? Lawrence Erlbaum Associates.
Hogarth R.M. 2001. Educating Intuition. University od Chicago Press.
Hubbard R. 2015. Corrupt research. SAGE.
Ioannidis J.P.A. 2005. Why most published research findings are false. PLoS Med 2(8): e124.
Jackman S. 2009. Bayesian Analysis for the Social Sciences. Wiley.
Kahnemann D. 2011. Thinking, Fast and Slow. Farrar, Straus and Giroux. [Pułapki myślenia. O myśleniu szybkim i wolnym. 2012, Media Rodzina]
Kahneman D, Sibony O, Sunstein CR. 2021. Noise. Little, Brown and Company. [Szum. Media Rodzina, 2022].
Kline R.B. 2004. Beyond SignificanceTesting. Reforming Data Analysis Methods in Behavioral Research. American Psychological Association.
Kurzban R. 2012. Why Everybody (Else) Is a Hypocrite: Evolution and the Modular Mind. Princeton University Press.
Lazzeroni LC, Lu Y, Belitskaya-Levy I. 2014. P-values in genomics: Apparent precision masks high uncertainty. Molecular Psychiatry, 19: 1336–1340.
Lecoutre B, Poitvineau J. 2014. The Significance Test Controversy Revisited. The Fiducial Bayesian Alternative. Springer.
Meeker WQ, Hahn GJ, Escobar LA. 2017. Statistical intervals: A guide for practitioners and researchers. Wiley.
Motulsky H. 2014. Intuitive Biostatistics, 3rd edition. Oxford University Press.
Nature Publishing Group. 2013. Announcement: Reducing our irreproducibility. Nature 496: 398.
Nuzzo R. 2014. Scientific method: statistical errors. Nature 506: 150-152.
Panter A, Sterba S, editors. 2011. Handbook of Ethics in Quantitative Methodology. Routledge.
Salsburg D. 2001. The Lady Tasting Tea. How Statistics Revolutionized Science In the Twentieth Century. Holt.
Savage S. 2012. The Flaw of Averages: Why We Underestimate Risk in the Face of Uncertainty. Wiley.
Schweder T, Hjort NL. 2016. Confidence, Likelihood, Probability: Statistical Inference with Confidence Distributions. Cambridge University Press.
Tannert C., Elvers HD, Jandrig B. 2011. The ethics of uncertainty. EMBO Reports, 8:892-896.
Vaihinger H. 1925/2015. The Philosophy of As If. Random Shack.
Wang C. 1992. Sense and Nonsense of Statistical Inference: Controversy, Misuse, and Subtlety. CRC Press.
Wasserstein RL, Schirm AL. Lazar NA. 2019. Moving to a World Beyond "p<0.05". Am. Stat. 73:sup1: 1-19.
Ziliak S.T., McCloskey D.N. 2008. The Cult of Statistical Significance. How the Standard Error Costs us Jobs, Justice, and Lives. Michigan University Press
Additional information
Additional information (registration calendar, class conductors, localization and schedules of classes), might be available in the USOSweb system: