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Discrimination And Classification
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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 and published by . This book was released on 1981-11-04 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distribution-free methods; Parameterized distributions; Linear discriminant functions; Discrete variables; Variable selection; Cluster analysis; Miscellaneous topics.
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 and published by Elsevier. This book was released on 2014-05-17 with total page 145 pages. 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.
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 and published by Springer Science & Business Media. This book was released on 2012-08-11 with total page 370 pages. 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.
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 and published by . This book was released on 1974 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Discriminant Analysis and Applications by : T. Cacoullos
Download or read book Discriminant Analysis and Applications written by T. Cacoullos and published by Academic Press. This book was released on 2014-05-10 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discriminant Analysis and Applications comprises the proceedings of the NATO Advanced Study Institute on Discriminant Analysis and Applications held in Kifissia, Athens, Greece in June 1972. The book presents the theory and applications of Discriminant analysis, one of the most important areas of multivariate statistical analysis. This volume contains chapters that cover the historical development of discriminant analysis methods; logistic and quasi-linear discrimination; and distance functions. Medical and biological applications, and computer graphical analysis and graphical techniques for multidimensional data are likewise discussed. Statisticians, mathematicians, and biomathematicians will find the book very interesting.
Book Synopsis Classification and Discrimination in Models for Ordered Data by : Alexander Florian Katzur
Download or read book Classification and Discrimination in Models for Ordered Data written by Alexander Florian Katzur and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Classification--discrimination by : Ellis Gray Richards
Download or read book Classification--discrimination written by Ellis Gray Richards and published by . This book was released on 1913 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Discrimination and Classification Using Conditionally Independent Marginal Mixtures by : Emmanuel Nicholas Lazaridis
Download or read book Discrimination and Classification Using Conditionally Independent Marginal Mixtures written by Emmanuel Nicholas Lazaridis and published by . This book was released on 1994 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Measuring Racial Discrimination by : National Research Council
Download or read book Measuring Racial Discrimination written by National Research Council and published by National Academies Press. This book was released on 2004-07-24 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many racial and ethnic groups in the United States, including blacks, Hispanics, Asians, American Indians, and others, have historically faced severe discriminationâ€"pervasive and open denial of civil, social, political, educational, and economic opportunities. Today, large differences among racial and ethnic groups continue to exist in employment, income and wealth, housing, education, criminal justice, health, and other areas. While many factors may contribute to such differences, their size and extent suggest that various forms of discriminatory treatment persist in U.S. society and serve to undercut the achievement of equal opportunity. Measuring Racial Discrimination considers the definition of race and racial discrimination, reviews the existing techniques used to measure racial discrimination, and identifies new tools and areas for future research. The book conducts a thorough evaluation of current methodologies for a wide range of circumstances in which racial discrimination may occur, and makes recommendations on how to better assess the presence and effects of discrimination.
Book Synopsis Infinite Dimensional Discrimination and Classification by : Hyejin Shin
Download or read book Infinite Dimensional Discrimination and Classification written by Hyejin Shin and published by . This book was released on 2007 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern data collection methods are now frequently returning observations that should be viewed as the result of digitized recording or sampling from stochastic processes rather than vectors of finite length. In spite of great demands, only a few classification methodologies for such data have been suggested and supporting theory is quite limited. The focus of this dissertation is on discrimination and classification in this infinite dimensional setting. The methodology and theory we develop are based on the abstract canonical correlation concept of Eubank and Hsing (2005), and motivated by the fact that Fisher's discriminant analysis method is intimately tied to canonical correlation analysis. Specifically, we have developed a theoretical framework for discrimination and classification of sample paths from stochastic processes through use of the Loève-Parzen isomorphism that connects a second order process to the reproducing kernel Hilbert space generated by its covariance kernel. This approach provides a seamless transition between the finite and infinite dimensional settings and lends itself well to computation via smoothing and regularization. In addition, we have developed a new computational procedure and illustrated it with simulated data and Canadian weather data.
Book Synopsis The Location Model by : Andrew James Demotses
Download or read book The Location Model written by Andrew James Demotses and published by . This book was released on 1979 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Experiments in discrimination and classification by : J. J. Freeman
Download or read book Experiments in discrimination and classification written by J. J. Freeman and published by . This book was released on 1968 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: In discrimination problems, one usually must consider many variates simultaneously. A nonparametric discrimination method, based on estimating the probability densities of two populations is now available and appears generally applicable to discrimination problems, based on the results of extensive experiments. The nonparametric method may also be combined with Gamba's learning without teacher or classification procedure to obtain a new classification technique which considers all variates simultaneously. (Author).
Book Synopsis Empirical Examination of Techniques for Classification and Discrimination Between Two Groups by : Judith M. Conn
Download or read book Empirical Examination of Techniques for Classification and Discrimination Between Two Groups written by Judith M. Conn and published by . This book was released on 1975 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Statistical Models for Classification and Discrimination, with Application to Classifying Web Documents by : Stella M. Salvatierra
Download or read book Statistical Models for Classification and Discrimination, with Application to Classifying Web Documents written by Stella M. Salvatierra and published by . This book was released on 2001 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Some Contributions to Discrimination and Classification with Repeated Measures Data with Special Emphasis on Biomedical Applications by : Anurādhā Rāẏa
Download or read book Some Contributions to Discrimination and Classification with Repeated Measures Data with Special Emphasis on Biomedical Applications written by Anurādhā Rāẏa and published by . This book was released on 2002 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis When Is Discrimination Wrong? by : Deborah Hellman
Download or read book When Is Discrimination Wrong? written by Deborah Hellman and published by Harvard University Press. This book was released on 2011-03-11 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: A law requires black bus passengers to sit in the back of the bus. The U.S. Food and Drug Administration approves a drug for use by black heart failure patients. A state refuses to license drivers under age 16. A company avoids hiring women between the ages of 20 and 40. We routinely draw distinctions among people on the basis of characteristics that they possess or lack. While some distinctions are benign, many are morally troubling. In this boldly conceived book, Deborah Hellman develops a much-needed general theory of discrimination. She demonstrates that many familiar ideas about when discrimination is wrongÑwhen it is motivated by prejudice, grounded in stereotypes, or simply departs from merit-based decision-makingÑwonÕt adequately explain our widely shared intuitions. Hellman argues that, in the end, distinguishing among people on the basis of traits is wrong when it demeans any of the people affected. She deftly explores the question of how we determine what is in fact demeaning. Claims of wrongful discrimination are among the most common moral claims asserted in public and private life. Yet the roots of these claims are often left unanalyzed. When Is Discrimination Wrong? explores what it means to treat people as equals and thus takes up a central problem of democracy.
Book Synopsis The Railways and the Earthquake by :
Download or read book The Railways and the Earthquake written by and published by . This book was released on 1931 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
