D'
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- The title of this article should be d'. The initial letter is capitalized due to technical restrictions.
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The sensitivity index or d' (pronounced 'dee-prime') is a statistic used in signal detection theory. It provides the separation between the means of the signal and the noise distributions, in units of the standard deviation of the noise distribution. For normally distributed signal and noise with mean and standard deviations and , and and , respectively, d' is defined as:
- ^{[1]}
An estimate of d' can be also found from measurements of the hit rate and false-alarm rate. It is calculated as:
- d' = Z(hit rate) - Z(false alarm rate),^{[2]}
where function Z(p), p ∈ [0,1], is the inverse of the cumulative Gaussian distribution.
A higher d' indicates that the signal can be more readily detected.
See alsoEdit
ReferencesEdit
- ↑ Samuel Gale and David Perkel. A Basal Ganglia Pathway Drives Selective Auditory Responses in Songbird Dopaminergic Neurons via Disinhibition. The Journal of Neuroscience (2010). 30(3):1027–1037
- ↑ MacMillan N, Creelman C (2005) Detection Theory: A User’s Guide. Lawrence Erlbaum Associates. (p.7) Retrieved from: http://books.google.co.uk/books/about/Detection_Theory.html?id=hDX65v9bReYC
- Wickens, Thomas D. (2001) Elementary Signal Detection Theory, OUP USA. ISBN 0-19-509250-3 (Ch.2, p.20). Excerpts
External linksEdit
- Interactive signal detection theory tutorial including calculation of d'.
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