Studies in Systems, Decision and Control
Concept Uncertainty in Adversarial Statistical Decision Theory
Publication
, Chapter
Ríos Insua, D; González-Ortega, J; Banks, D; Ríos, J
January 1, 2018
We focus on concept uncertainty which adds a new layer to the traditional risk analysis distinction between aleatory and epistemic uncertainties, when adversaries are present. The idea is illustrated with a problem in adversarial point estimation framed as a specific case of adversarial statistical decision theory.
Duke Scholars
DOI
Publication Date
January 1, 2018
Volume
142
Start / End Page
527 / 542
Citation
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ICMJE
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Ríos Insua, D., González-Ortega, J., Banks, D., & Ríos, J. (2018). Concept Uncertainty in Adversarial Statistical Decision Theory. In Studies in Systems, Decision and Control (Vol. 142, pp. 527–542). https://doi.org/10.1007/978-3-319-73848-2_49
Ríos Insua, D., J. González-Ortega, D. Banks, and J. Ríos. “Concept Uncertainty in Adversarial Statistical Decision Theory.” In Studies in Systems, Decision and Control, 142:527–42, 2018. https://doi.org/10.1007/978-3-319-73848-2_49.
Ríos Insua D, González-Ortega J, Banks D, Ríos J. Concept Uncertainty in Adversarial Statistical Decision Theory. In: Studies in Systems, Decision and Control. 2018. p. 527–42.
Ríos Insua, D., et al. “Concept Uncertainty in Adversarial Statistical Decision Theory.” Studies in Systems, Decision and Control, vol. 142, 2018, pp. 527–42. Scopus, doi:10.1007/978-3-319-73848-2_49.
Ríos Insua D, González-Ortega J, Banks D, Ríos J. Concept Uncertainty in Adversarial Statistical Decision Theory. Studies in Systems, Decision and Control. 2018. p. 527–542.
DOI
Publication Date
January 1, 2018
Volume
142
Start / End Page
527 / 542