Download or read book Predicting Pretrial Misconduct with Drug Tests of Arrestees written by William M. Rhodes and published by . This book was released on 1996 with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Patterns Predictions and Actions Foundations of Machine Learning written by Moritz Hardt and published by Princeton University Press. This book was released on 2022-08-23 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts Patterns, Predictions, and Actions introduces graduate students to the essentials of machine learning while offering invaluable perspective on its history and social implications. Beginning with the foundations of decision making, Moritz Hardt and Benjamin Recht explain how representation, optimization, and generalization are the constituents of supervised learning. They go on to provide self-contained discussions of causality, the practice of causal inference, sequential decision making, and reinforcement learning, equipping readers with the concepts and tools they need to assess the consequences that may arise from acting on statistical decisions. Provides a modern introduction to machine learning, showing how data patterns support predictions and consequential actions Pays special attention to societal impacts and fairness in decision making Traces the development of machine learning from its origins to today Features a novel chapter on machine learning benchmarks and datasets Invites readers from all backgrounds, requiring some experience with probability, calculus, and linear algebra An essential textbook for students and a guide for researchers

Download or read book Pretrial Release of Felony Defendants in State Courts written by Thomas H. Cohen and published by DIANE Publishing. This book was released on 2010-08 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: Between 1990 and 2004, 62% of felony defendants in State courts in the 75 largest counties were released prior to the disposition of their case. Beginning in 1998, financial pretrial releases, requiring the posting of bail, were more prevalent than non-financial releases. This increase in the use of financial releases was mostly the result of a decrease in the use of release on recognizance (ROR), coupled with an increase in the use of commercial surety bonds. Compared to ROR, defendants on financial release were more likely to make all scheduled court appearances. Defendants released on an unsecured bond or as part of an emergency release were most likely to have a bench warrant issued because they failed to appear in court. Tables.

Download or read book Prediction in Criminology written by David P. Farrington and published by State University of New York Press. This book was released on 1985-09-01 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prediction in Criminology is the first book to bring together a wide variety of articles on prediction research in criminology. It stresses not only substantive findings but also the methodology of prediction research, and demonstrates how similar issues arise in many applications: problems of research design, the choice of predictor and criterion variables, methods of selecting and combining variables into a prediction instrument, measures of predictive efficiency, and external validity or generalizability. The collection includes research from the United States, Canada, and Great Britain and will be of interest to an international audience of policy makers, practitioners, academics, and researchers.

Download or read book Decision Making in Criminal Justice written by Michael R. Gottfredson and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study of decisions in the criminal justice process provides a useful focus for the examination of many fundamental aspects of criminal jus tice. These decisions are not always highly visible. They are made, or dinarily, within wide areas of discretion. The aims of the decisions are not always clear, and, indeed, the principal objectives of these decisions are often the subject of much debate. Usually they are not guided by explicit decision policies. Often the participants are unable to verbalize the basis for the selection of decision alternatives. Adequate information for the decisions is usually unavailable. Rarely can the decisions be demonstrated to be rational. By a rationaldecision we mean "that decision among those possible for the decisionmaker which, in the light of the information available, maximizes the probability of the achievement of the purpose of the decisionmaker in that specific and particular case" (Wilkins, 1974a: 70; also 1969). This definition, which stems from statistical decision theory, points to three fundamental characteristics of decisions. First, it is as sumed that a choice of possible decisions (or, more precisely, of possible alternatives) is available. If only one choice is possible, there is no de cision problem, and the question of rationality does not arise. Usually, of course, there will be a choice, even if the alternative is to decide not to decide-a choice that, of course, often has profound consequences.

Download or read book SNI written by National Criminal Justice Reference Service (U.S.) and published by . This book was released on 1981 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Bail Reform Act written by United States. Congress. House. Committee on the Judiciary. Subcommittee on Courts, Civil Liberties, and the Administration of Justice and published by . This book was released on 1985 with total page 1216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Handbook on Pretrial Justice written by Christine S. Scott-Hayward and published by Routledge. This book was released on 2021-09-20 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook on Pretrial Justice covers the front end of the criminal legal system from pretrial diversion to pretrial detention or release. Often overlooked, the decisions made at the earliest phases of the criminal legal system have huge implications for defendants and their families, the community, and the system itself, and impact the entire criminal legal system. This collection of essays and reports of original research explores the complexities of pretrial decisions and practices and includes chapters in the following broad areas: the consequences of detention, pretrial decision-making, community supervision, and risk assessment. The book also includes a section looking at pretrial justice outside of the U.S. Each chapter summarizes what is known, identifies the gaps in the research, and discusses the theoretical, empirical, and policy implications of the research findings. This is Volume 6 of the American Society of Criminology’s Division on Corrections and Sentencing handbook series. The handbooks provide in-depth coverage of seminal and topical issues around sentencing and correction for scholars, students, practitioners, and policymakers.

Download or read book Hugo M nsterberg s Psychology and Law written by Brian H. Bornstein and published by . This book was released on 2020 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though widely regarded as a founder of the modern field of psychology and law, German-American psychologist Hugo Münsterberg's now century-old ideas and research approaches continue to thrive. In fact, the discipline still grapples with many of the issues raised by Münsterberg in his seminal 1908 book, On the Witness Stand.Hugo Münsterberg's Psychology and Law makes Münsterberg's enduring insights available to a new generation of scholars, presenting the "state of the science" on the concepts that Münsterberg was one of the first to investigate. These include eyewitness memory, deception detection, false confessions, and the causes of criminal behavior. Opening with a brief biography of Münsterberg and a historical overview of the field, the book's organization follows that of On the Witness Stand, with each chapter providing a summary of Münsterberg's work followed by a contemporary perspective on the topic. Chapters challenge readers to consider what we have learned since Münsterberg's time and whether subsequent research has shown him to be right or wrong. The final chapter asks what Münsterberg may have missed, and what we may be missing today. This volume will be of interest to a broad range of scholars, practitioners, and professionals in the legal and mental health fields.

Download or read book Citation Release written by Debra Whitcomb and published by . This book was released on 1984 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Expert Political Judgment written by Philip E. Tetlock and published by Princeton University Press. This book was released on 2017-08-29 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its original publication, Expert Political Judgment by New York Times bestselling author Philip Tetlock has established itself as a contemporary classic in the literature on evaluating expert opinion. Tetlock first discusses arguments about whether the world is too complex for people to find the tools to understand political phenomena, let alone predict the future. He evaluates predictions from experts in different fields, comparing them to predictions by well-informed laity or those based on simple extrapolation from current trends. He goes on to analyze which styles of thinking are more successful in forecasting. Classifying thinking styles using Isaiah Berlin's prototypes of the fox and the hedgehog, Tetlock contends that the fox--the thinker who knows many little things, draws from an eclectic array of traditions, and is better able to improvise in response to changing events--is more successful in predicting the future than the hedgehog, who knows one big thing, toils devotedly within one tradition, and imposes formulaic solutions on ill-defined problems. He notes a perversely inverse relationship between the best scientific indicators of good judgement and the qualities that the media most prizes in pundits--the single-minded determination required to prevail in ideological combat. Clearly written and impeccably researched, the book fills a huge void in the literature on evaluating expert opinion. It will appeal across many academic disciplines as well as to corporations seeking to develop standards for judging expert decision-making. Now with a new preface in which Tetlock discusses the latest research in the field, the book explores what constitutes good judgment in predicting future events and looks at why experts are often wrong in their forecasts.

Download or read book Federal Probation written by and published by . This book was released on 1991 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Pretrial Release and Detention written by United States. Congress. Senate. Committee on Governmental Affairs. Subcommittee on Governmental Efficiency and the District of Columbia and published by . This book was released on 1978 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Bail Book written by Shima Baradaran Baughman and published by Cambridge University Press. This book was released on 2018 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines the causes for mass incarceration of Americans and calls for the reform of the bail system. Traces the history of bail, how it has come to be an oppressive tool of the courts, and makes recommendations for reforming the bail system and alleviating the mass incarceration problem.

Download or read book Punishing Poverty written by Christine S. Scott-Hayward and published by University of California Press. This book was released on 2019-09-24 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most people in jail have not been convicted of a crime. Instead, they have been accused of a crime and cannot afford to post the bail amount to guarantee their freedom until trial. Punishing Poverty examines how the current system of pretrial release detains hundreds of thousands of defendants awaiting trial. Tracing the historical antecedents of the US bail system, with particular attention to the failures of bail reform efforts in the mid to late twentieth century, the authors describe the painful social and economic impact of contemporary bail decisions. The first book-length treatment to analyze how bail reproduces racial and economic inequality throughout the criminal justice system, Punishing Poverty explores reform efforts, as jurisdictions begin to move away from money bail systems, and the attempts of the bail bond industry to push back against such reforms. This accessibly written book gives a succinct overview of the role of pretrial detention in fueling mass incarceration and is essential reading for researchers and reformers alike.

Download or read book Why Startups Fail written by Tom Eisenmann and published by Currency. This book was released on 2021-03-30 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want your startup to succeed, you need to understand why startups fail. “Whether you’re a first-time founder or looking to bring innovation into a corporate environment, Why Startups Fail is essential reading.”—Eric Ries, founder and CEO, LTSE, and New York Times bestselling author of The Lean Startup and The Startup Way Why do startups fail? That question caught Harvard Business School professor Tom Eisenmann by surprise when he realized he couldn’t answer it. So he launched a multiyear research project to find out. In Why Startups Fail, Eisenmann reveals his findings: six distinct patterns that account for the vast majority of startup failures. • Bad Bedfellows. Startup success is thought to rest largely on the founder’s talents and instincts. But the wrong team, investors, or partners can sink a venture just as quickly. • False Starts. In following the oft-cited advice to “fail fast” and to “launch before you’re ready,” founders risk wasting time and capital on the wrong solutions. • False Promises. Success with early adopters can be misleading and give founders unwarranted confidence to expand. • Speed Traps. Despite the pressure to “get big fast,” hypergrowth can spell disaster for even the most promising ventures. • Help Wanted. Rapidly scaling startups need lots of capital and talent, but they can make mistakes that leave them suddenly in short supply of both. • Cascading Miracles. Silicon Valley exhorts entrepreneurs to dream big. But the bigger the vision, the more things that can go wrong. Drawing on fascinating stories of ventures that failed to fulfill their early promise—from a home-furnishings retailer to a concierge dog-walking service, from a dating app to the inventor of a sophisticated social robot, from a fashion brand to a startup deploying a vast network of charging stations for electric vehicles—Eisenmann offers frameworks for detecting when a venture is vulnerable to these patterns, along with a wealth of strategies and tactics for avoiding them. A must-read for founders at any stage of their entrepreneurial journey, Why Startups Fail is not merely a guide to preventing failure but also a roadmap charting the path to startup success.

Download or read book Probabilistic Aspects of Life Prediction written by W. Steven Johnson and published by ASTM International. This book was released on 2004 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: As fatigue and fracture mechanics approaches are used more often for determining the useful life and/or inspection intervals for complex structures, realization sets-in that all factors are not well known or characterized. Indeed, inherent scatter exists in initial material quality and in material performance. Furthermore, projections of component usage in determination of applied stresses are inexact at best and are subject to much discrepancy between projected and actual usage. Even the models for predicting life contain inherent sources of error based on assumptions and/or empirically fitted parameters. All of these factors need to be accounted for to determine a distribution of potential lives based on combination of the aforementioned variables, as well as other factors. The purpose of this symposium was to create a forum for assessment of the state-of-the-art in incorporating these uncertainties and inherent scatter into systematic probabilistic methods for conducting life assessment.