Navigating Statistical Models and Hypotheses

In this episode, we delve into induction and deduction and talk further about issues related to generalizability. 

Shownotes

• Popper, K. The Logic of Scientific Discovery. (1953). Hutchinson &  Co. (Originally published in 1935)
• Yarkoni, T. (2022). The generalizability crisis. Behavioral and Brain Sciences, 45, e1.
• Mook, D. G. (1983). In defense of external invalidity. American psychologist, 38(4), 379-387.
• Salmon, W. C. (1981). Rational Prediction. The British Journal for the Philosophy of Science, 32(2), 115–125. https://doi.org/10.1093/bjps/32.2.115
• Reichenbach, H. (1938) [2006], Experience and Prediction: An Analysis of the Foundations and the Structure of Knowledge, Chicago: University of Chicago Press.
• Senn, S. (2007). Statistical issues in drug development (2nd ed). John Wiley & Sons.
• Ernst, M. D. (2004). Permutation Methods: A Basis for Exact Inference. Statistical Science, 19(4), 676–685. 
• Bacon, F. (1620). Instauratio magna [Novum organum]. London: John Bill.
• Urbach, P. (1982). Francis Bacon as a Precursor to Popper. The British Journal for the Philosophy of Science, 33(2), 113–132.