Statistical Methods in Discrimination Litigation

Statistical Methods in Discrimination Litigation
Author: D.H. Kaye
Publisher: CRC Press
Total Pages: 233
Release: 2014-07-22
Genre: Mathematics
ISBN: 1498710484

This book sketches some of the legal doctrines that underlie discrimination litigation. It describes and probes frequently seen statistical methods. The book also describes the more or less standard methods being brought into United States Supreme Court.

Statistical Analysis of Employment Data in Discrimination Lawsuits and Eeo Audits

Statistical Analysis of Employment Data in Discrimination Lawsuits and Eeo Audits
Author: Dwight D. Steward
Publisher:
Total Pages: 336
Release: 2010-01
Genre: Business & Economics
ISBN: 9780615340500

Statistical analysis can play a pivotal role in both avoiding and settling employment disputes. Employers and litigants in employment lawsuits routinely use statistics to investigate the legitimacy of employment decisions. "Statistical Analysis of Employment Data" provides managers and courts with empirical evidence that goes beyond anecdotes and stories. This textbook presents the methodologies that are used in statistical employment data analyses. While the focus is on statistics, it is not a cookbook of magic mathematical formulas. Instead, a non-mathematical approach is used to develop the conceptual framework underlying employment data analyses.

Measuring Racial Discrimination

Measuring Racial Discrimination
Author: National Research Council
Publisher: National Academies Press
Total Pages: 335
Release: 2004-07-24
Genre: Social Science
ISBN: 0309091268

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.

Statistics in the Law

Statistics in the Law
Author: Joseph B. Kadane
Publisher: Oxford University Press
Total Pages: 470
Release: 2008-05-23
Genre: Mathematics
ISBN: 0198042213

Statistics in the Law is primarily a user's manual or desk reference for the expert witness-lawyer team and, secondarily, a textbook or supplemental textbook for upper level undergraduate statistics students. It starts with two articles by masters of the trade, Paul Meier and Franklin Fisher. It then explains the distinction between the Frye and Daughbert standards for expert testimony, and how these standards play out in court. The bulk of the book addresses individual cases covering a wide variety of questions, including: ·Does electronic draw poker require skill to play? ·Did the New Jersey State Police disproportionately stop black motorists? ·Is a jury a representative cross section of the community? ·Were ballots tampered with in an election? The book concludes with Part 5, a review of English law, that includes a case in which a woman was accused of murdering her infant sons because both died of "cot death" or "sudden death syndrome," (she was convicted, but later exonerated), and an examination of how Bayesian analyses can (or more precisely), cannot be presented in UK courts. In each study, the statistical analysis is shaped to address the relevant legal questions, and draws on whatever methods in statistics might shed light on those questions.

Prove It with Figures

Prove It with Figures
Author: Hans Zeisel
Publisher: Springer Science & Business Media
Total Pages: 382
Release: 1997-07-31
Genre: Social Science
ISBN: 9780387948928

"Prove It With Figures" displays some of the tools of the social and statistical sciences that have been applied to the proof of facts in the courtroom and to the study of questions of legal importance. It explains how researchers can extract the most valuable and reliable data that can conveniently be made available, and how these efforts sometimes go awry. In the tradition of Zeisel's "Say It with Figures," a standard in the field of social statistics since 1947, it clarifies, in non-technical language, some of the basic problems common to all efforts to discern cause-and-effect relationships. Designed as a textbook for law students who seek an appreciation of the power and limits of empirical methods, the work also is a useful reference for lawyers, policymakers, and members of the public who would like to improve their critical understanding of the statistics presented to them. The many case histories include analyses of the death penalty, jury selection, employment discrimination, mass torts, and DNA profiling. Hans Zeisel was Professor of Law and Sociology Emeritus at the University of Chicago, where he pioneered the application of social science to the law. Earlier, he had a distinguished career in public opinion and market research. He has written on a wide variety of topics, ranging from research methodology and history to law enforcement, juries, and Sheakespeare. He was elected Fellow of the American Statistical Assoication and the American Association for the Advancement of Science, and in 1980 he was inducted into the Market Research Hall of Fame. David Kaye is Regents Professor at the Arizona State University, where he teaches evidence and related topics. An author of several law textbooks and treatises, his work also has appeared in journals of

Litigation Services Handbook

Litigation Services Handbook
Author: Roman L. Weil
Publisher: John Wiley & Sons
Total Pages: 1022
Release: 2012-07-10
Genre: Law
ISBN: 1118237404

Here’s all the information you need to provide your clients with superior litigation support services. Get up to speed quickly, with the aid of top experts, on trial preparation and testimony presentation, deposition, direct examination, and cross-examination. Authoritative and highly practical, this is THE essential guide for any financial expert wanting to prosper in this lucrative new area, the lawyers who hire them, and litigants who benefit from their efforts. "This work of amazing breadth and depth covers the central issues that arise in financial expert testimony. It is an essential reference for counsel and practitioners in the field."—Joseph A. Grundfest, The William A. Franke Professor of Law and Business, Stanford Law School; former commissioner, United States Securities and Exchange Commission.

Discrimination and Classification

Discrimination and Classification
Author: David J. Hand
Publisher:
Total Pages: 240
Release: 1981-11-04
Genre: Mathematics
ISBN:

Distribution-free methods; Parameterized distributions; Linear discriminant functions; Discrete variables; Variable selection; Cluster analysis; Miscellaneous topics.

Statistics for Lawyers

Statistics for Lawyers
Author: Michael O. Finkelstein
Publisher: Springer Science & Business Media
Total Pages: 631
Release: 2012-12-06
Genre: Social Science
ISBN: 1461233283

Statistics for Lawyers presents the science of statistics in action at the cutting edge of legal problems. A series of more than 90 case studies, drawn principally from actual litigation, have been selected to illustrate important areas of the law in which statistics has played a role and to demonstrate a variety of statistical tools. Some case studies raise legal issues that are being intensely debated and lie at the edge of the law. Of particular note are problems involving toxic torts, employment discrimination, stock market manipulation, paternity, tax legislation, and drug testing. The case studies are presented in the form of legal/statistical puzzles to challenge the reader and focus discussion on the legal implications of statistical findings. The techniques range from simple averaging for the estimation of thefts from parking meters to complex logistic regression models for the demonstration of discrimination in the death penalty. Excerpts of data allow the reader to compute statistical results and an appendix contains the authors' calculations.

Litigation Services Handbook

Litigation Services Handbook
Author: Roman L. Weil
Publisher: John Wiley & Sons
Total Pages: 1630
Release: 2017-04-05
Genre: Law
ISBN: 1119363187

The comprehensive "bible" for financial experts providing litigation support The Litigation Services Handbook is the definitive guide for financial experts engaged in litigation services. Attorneys require financial experts now more than ever, and this book provides the guidance you need to provide a high level of service as witness and consultant. Enhance your litigation skills as you delve into the fine points of trial preparation, deposition, and testimony; project authority under examination, and hold up to tough questions under cross-examination. Fraud investigations are a major component of litigation support services, and this book delves deep into Sarbanes-Oxley compliance and other relevant topics to give you a foundational understanding of how these cases are prosecuted, and your role as the financial services expert. This updated sixth edition includes new coverage of technology's role in the financial expert's practice, and the focus on investigations provides practical insight from leading experts in the field. From the process itself to proving damages, this indispensable reference covers all aspects of litigation services. Providing litigation support requires more than just your financial expertise; you also need a working knowledge of relevant case law, and a deep understanding of both the litigation process and the finer points of courtroom appearances. This book provides the insight and perspective you need to provide superior service to attorneys and their clients. Understand your role in trial preparation and testimony presentation Provide authoritative responses to direct and cross examination Examine and analyze Sarbanes-Oxley rulings Lend financial expertise to fraud investigations The growing demand for financial expert litigation services has created a niche market for CPAs, creating a lucrative opportunity for qualified accountants who also possess the specialized knowledge the role requires. The Litigation Services Handbook is THE essential guide for anyone involved in financial litigation.