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Discrimination and Classification

1981-11-04 Mathematics
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Release : 1981-11-04
Genre : Mathematics
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Discrimination and Classification by : David J. Hand

Download or read book Discrimination and Classification written by David J. Hand. This book was released on 1981-11-04. Available in PDF, EPUB and Kindle. Book excerpt: Distribution-free methods; Parameterized distributions; Linear discriminant functions; Discrete variables; Variable selection; Cluster analysis; Miscellaneous topics.

Statistical Methods of Discrimination and Classification

2014-05-17 Mathematics
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Release : 2014-05-17
Genre : Mathematics
Kind : eBook
Book Rating : 986/5 ( reviews)

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Book Synopsis Statistical Methods of Discrimination and Classification by : Sung C. Choi

Download or read book Statistical Methods of Discrimination and Classification written by Sung C. Choi. This book was released on 2014-05-17. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Methods of Discrimination and Classification: Advances in Theory and Applications is a collection of papers that tackles the multivariate problems of discriminating and classifying subjects into exclusive population. The book presents 13 papers that cover that advancement in the statistical procedure of discriminating and classifying. The studies in the text primarily focus on various methods of discriminating and classifying variables, such as multiple discriminant analysis in the presence of mixed continuous and categorical data; choice of the smoothing parameter and efficiency of k-nearest neighbor classification; and assessing the performance of an allocation rule. The book will be of great use to researchers and practitioners of wide array of scientific disciplines, including engineering, psychology, biology, and physics.

Discrimination and Privacy in the Information Society

2012-08-11 Technology & Engineering
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Release : 2012-08-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 877/5 ( reviews)

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Book Synopsis Discrimination and Privacy in the Information Society by : Bart Custers

Download or read book Discrimination and Privacy in the Information Society written by Bart Custers. This book was released on 2012-08-11. Available in PDF, EPUB and Kindle. Book excerpt: Vast amounts of data are nowadays collected, stored and processed, in an effort to assist in making a variety of administrative and governmental decisions. These innovative steps considerably improve the speed, effectiveness and quality of decisions. Analyses are increasingly performed by data mining and profiling technologies that statistically and automatically determine patterns and trends. However, when such practices lead to unwanted or unjustified selections, they may result in unacceptable forms of discrimination. Processing vast amounts of data may lead to situations in which data controllers know many of the characteristics, behaviors and whereabouts of people. In some cases, analysts might know more about individuals than these individuals know about themselves. Judging people by their digital identities sheds a different light on our views of privacy and data protection. This book discusses discrimination and privacy issues related to data mining and profiling practices. It provides technological and regulatory solutions, to problems which arise in these innovative contexts. The book explains that common measures for mitigating privacy and discrimination, such as access controls and anonymity, fail to properly resolve privacy and discrimination concerns. Therefore, new solutions, focusing on technology design, transparency and accountability are called for and set forth.

A First Course in Multivariate Statistics

2013-03-09 Mathematics
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Release : 2013-03-09
Genre : Mathematics
Kind : eBook
Book Rating : 658/5 ( reviews)

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Book Synopsis A First Course in Multivariate Statistics by : Bernard Flury

Download or read book A First Course in Multivariate Statistics written by Bernard Flury. This book was released on 2013-03-09. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and self-contained introduction to the field, carefully balancing mathematical theory and practical applications. It starts at an elementary level, developing concepts of multivariate distributions from first principles. After a chapter on the multivariate normal distribution reviewing the classical parametric theory, methods of estimation are explored using the plug-in principles as well as maximum likelihood. Two chapters on discrimination and classification, including logistic regression, form the core of the book, followed by methods of testing hypotheses developed from heuristic principles, likelihood ratio tests and permutation tests. Finally, the powerful self-consistency principle is used to introduce principal components as a method of approximation, rounded off by a chapter on finite mixture analysis.

Discrimination and Classification Using Both Binary and Continuous Variables

1974
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Release : 1974
Genre :
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Book Synopsis Discrimination and Classification Using Both Binary and Continuous Variables by : W. J. Krzanowski

Download or read book Discrimination and Classification Using Both Binary and Continuous Variables written by W. J. Krzanowski. This book was released on 1974. Available in PDF, EPUB and Kindle. Book excerpt:

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