Information, weight of evidence, the singularity between probability measures and signal detection

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Détails bibliographiques
Auteurs principaux: Osteyee, David Bridston, 19..-, Good, Irving John, 1916-2009 (Auteur)
Format: Livre numérique
Langue:Anglais
Publié: Berlin [etc.] : Springer [20..].
Cham : Springer Nature
Collection:Lecture notes in mathematics 376
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Edition sous un autre format:• Information, weight of evidence, the singularity between probability measures and signal detection, David Bridston Osteyee,... Irving John Good,..., 1974, Berlin, Springer, 1 vol. (XI-156 p.), Lecture notes in mathematics, 0-387-06726-4
• Information, Weight of Evidence. The Singularity Between Probability Measures and Signal Detection, Texte imprimé, 9783662196663
Table des matières:
  • List of symbols
  • Information in events and weight of evidence
  • Entropy
  • Singularity between two probability measures
  • Expected mutual information
  • Expected weight of evidence
  • Divergence
  • Expected mutual information, expected weight of evidence, and divergence for random processes
  • Relationships between certain random processes and the singularity between probability measures
  • Other expressions for expected mutual information
  • Expressing expected weight of evidence for gaussian generalized processes in terms of integral operators
  • Comparison between I(RT:ST), WT(HN/HS+N), and JT(N, S+N) for gaussian signals and noise
  • Expected mutual information rate
  • Rate of expected weight of evidence
  • Gaussian processes with equal covariance functions including nonrandom signals in gaussian noise
  • Summary of the major results in this survey for gaussian processes, including gaussian signals and noise
  • Conclusions and areas for additional research.