A Comparison Of Three Models For Determining Test Fairness
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A Comparison Of Three Models For Determining Test Fairness
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Author : Mary A. Lewis
language : en
Publisher:
Release Date : 1979
A Comparison Of Three Models For Determining Test Fairness written by Mary A. Lewis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.
There are three prominent models of test fairness in the dichotomous situation: (a) Thorndike's Constant Ratio model (the ratio of the proportion successful to the proportion selected should be equal for the majority and the minority group); (b) Darlington's Conditional Probability model (the probability of selection, given that an individual is successful, should be equal for both groups); and (c) Einhorn and Bass' Equal Probability model (the probability of success, given that an individual is selected, should be equal for both groups). The present study explored, using a Monte Carlo technique, the robustness of these models to divergent sample size. This technique allows the generation of normally distributed variables of known means, standard deviations, and intercorrelations. Results indicated that all three models were equally able to identify test fairness under the conditions specified in the present study. The choice of model to use when evaluating test fairness must remain a subjective one based on the fairness goals of the testing agency and further definition of the test fairness by Federal guidelines.
Faa Am
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Author :
language : en
Publisher:
Release Date : 1979
Faa Am written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Aviation medicine categories.
Aviation Medical Reports
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Author : United States. Office of Aviation Medicine
language : en
Publisher:
Release Date : 1979
Aviation Medical Reports written by United States. Office of Aviation Medicine and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Aviation medicine categories.
Fairness And Machine Learning
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Author : Solon Barocas
language : en
Publisher: MIT Press
Release Date : 2023-12-19
Fairness And Machine Learning written by Solon Barocas and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-19 with Computers categories.
An introduction to the intellectual foundations and practical utility of the recent work on fairness and machine learning. Fairness and Machine Learning introduces advanced undergraduate and graduate students to the intellectual foundations of this recently emergent field, drawing on a diverse range of disciplinary perspectives to identify the opportunities and hazards of automated decision-making. It surveys the risks in many applications of machine learning and provides a review of an emerging set of proposed solutions, showing how even well-intentioned applications may give rise to objectionable results. It covers the statistical and causal measures used to evaluate the fairness of machine learning models as well as the procedural and substantive aspects of decision-making that are core to debates about fairness, including a review of legal and philosophical perspectives on discrimination. This incisive textbook prepares students of machine learning to do quantitative work on fairness while reflecting critically on its foundations and its practical utility. • Introduces the technical and normative foundations of fairness in automated decision-making • Covers the formal and computational methods for characterizing and addressing problems • Provides a critical assessment of their intellectual foundations and practical utility • Features rich pedagogy and extensive instructor resources
Technical Abstract Bulletin
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Author :
language : en
Publisher:
Release Date : 1979
Technical Abstract Bulletin written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Science categories.
Scientific And Technical Aerospace Reports
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Author :
language : en
Publisher:
Release Date : 1982-10
Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982-10 with Aeronautics categories.
Monthly Catalog Of United States Government Publications
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Author :
language : en
Publisher:
Release Date : 1982
Monthly Catalog Of United States Government Publications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Government publications categories.
Monthly Catalogue United States Public Documents
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Author :
language : en
Publisher:
Release Date : 1982
Monthly Catalogue United States Public Documents written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Government publications categories.
Faa Am
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Author : United States. Office of Aviation Medicine
language : en
Publisher:
Release Date : 1984
Faa Am written by United States. Office of Aviation Medicine and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Aviation medicine categories.
Resources In Education
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Author :
language : en
Publisher:
Release Date : 1998
Resources In Education written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Education categories.