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Signal Detection Theory and Bayes Inference

Fürstenau, Norbert (2016) Signal Detection Theory and Bayes Inference. In: Virtual and Remote Control Tower Research Topics in Aerospace. Springer Verlag, Heidelberg.

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Official URL: http://www.springer.com

Abstract

This chapter provides some basics of signal detection theory and Bayes inference. Based on experimental data with operational experts, these methods are employed in Chapters 6 and 11 for quantifying requirements and performance characteristics of the RTO system via analysis of two-alternative decision experiments. More details may be obtained from the references, for our purpose in particular from [1][2][3][4]. Practical examples are taken from the corresponding previous chapters (prediction errors with RTO-video framerate experiments: Chapter 6; discrimination errors with validation trials: Chapter 11) and the related original publications respectively, referenced therein.

Item URL in elib:https://elib.dlr.de/97979/
Document Type:Contribution to a Collection
Title:Signal Detection Theory and Bayes Inference
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Fürstenau, Norbertnorbert.fuerstenau (at) dlr.deUNSPECIFIED
Date:2016
Journal or Publication Title:Virtual and Remote Control Tower
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Editors:
EditorsEmail
Fürstenau, Norbertnorbert.fuerstenau@dlr.de
Publisher:Springer Verlag, Heidelberg
Series Name:Research Topics in Aerospace
Status:Published
Keywords:visual discrimination, decision errors, response matrix, conditional probabilities, signal detection theory, Bayes inference, discriminability parameter, decision criterion, ROC-curve, likelyhood
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:air traffic management and operations
DLR - Research area:Aeronautics
DLR - Program:L AO - Air Traffic Management and Operation
DLR - Research theme (Project):L - Efficient Flight Guidance
Location: Braunschweig
Institutes and Institutions:Institute of Flight Control > Controller Assistance
Deposited By: Fürstenau, Dr.phil.nat. Norbert
Deposited On:26 Aug 2015 15:36
Last Modified:06 Dec 2016 11:40

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