Reply To Pek Et Al.: Science Is Not The Signal Detection Problem It Is Ordinarily Thought To Be

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA(2020)

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In our target article (1), we note that signal detection theory evolved (2) from Fisher’s (3) null hypothesis significance testing (NHST) approach ( H : δ = 0, H 1: δ ≠ 0) as elaborated by Neyman and Pearson (4), who additionally proposed considering the specific magnitude of the alternative hypothesis ( H : δ = 0, H 1: δ = μ). We then argue that this perspective is a useful fiction, not an accurate depiction of underlying reality. The true, underlying effect size (δ) associated with an experimental protocol is more reasonably conceptualized as having been drawn from a continuous distribution, and it is never equal to zero.\n\nPek et al. (5) argue that the Fisherian perspective can be revised by dropping the null hypothesis fiction … \n\n[↵][1]1To whom correspondence may be addressed. Email: b6wilson{at}ucsd.edu or jwixted{at}ucsd.edu.\n\n [1]: #xref-corresp-1-1
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