Download or read book Decision Making in the Absense of Certainty written by and published by Assoc of Cllge & Rsrch Libr. This book was released on with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Decision Making in the Absence of Certainty written by Samuel David Mash and published by Association of College & Research Libraries. This book was released on 2014-05-14 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Decision making under certainty written by A. Schleifer and published by . This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Decision Making Under Certainty written by Arthur Schleifer and published by Thomson South-Western. This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to help readers analyze, make economic tradeoffs and choose wisely in complex decision problems where uncertainty, for all practical purposes, can be ignored. The authors focus on decisions involving relevant costs and revenues, pricing, constraints, the time value of money, and the use of scenarios, or what if analysis.

Download or read book External Costs of Coastal Beach Pollution written by Elizabeth A. Wilman and published by Routledge. This book was released on 2015-09-16 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this title, originally published in 1984, Wilman develops and describes a methodology for imputing a monetary value to the loss in beach recreational services that would result from a hypothetical oil spill in the Georges Bank area off Massachusetts. Combining an oil-spill risk analysis model with an hedonic pricing model to generate estimates of beach pollution costs associated with offshore oil development, Wilman makes possible for the first time a rational judgement regarding whether the benefits of developing offshore oil outweigh the costs. This book is a valuable resource for students interested in environmental studies and Wilman’s methodological approach can be used to value other nonmarket resource services in any area.

Download or read book Decision Making Under Uncertainty written by Mykel J. Kochenderfer and published by MIT Press. This book was released on 2015-07-24 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to decision making under uncertainty from a computational perspective, covering both theory and applications ranging from speech recognition to airborne collision avoidance. Many important problems involve decision making under uncertainty—that is, choosing actions based on often imperfect observations, with unknown outcomes. Designers of automated decision support systems must take into account the various sources of uncertainty while balancing the multiple objectives of the system. This book provides an introduction to the challenges of decision making under uncertainty from a computational perspective. It presents both the theory behind decision making models and algorithms and a collection of example applications that range from speech recognition to aircraft collision avoidance. Focusing on two methods for designing decision agents, planning and reinforcement learning, the book covers probabilistic models, introducing Bayesian networks as a graphical model that captures probabilistic relationships between variables; utility theory as a framework for understanding optimal decision making under uncertainty; Markov decision processes as a method for modeling sequential problems; model uncertainty; state uncertainty; and cooperative decision making involving multiple interacting agents. A series of applications shows how the theoretical concepts can be applied to systems for attribute-based person search, speech applications, collision avoidance, and unmanned aircraft persistent surveillance. Decision Making Under Uncertainty unifies research from different communities using consistent notation, and is accessible to students and researchers across engineering disciplines who have some prior exposure to probability theory and calculus. It can be used as a text for advanced undergraduate and graduate students in fields including computer science, aerospace and electrical engineering, and management science. It will also be a valuable professional reference for researchers in a variety of disciplines.

Download or read book David Hume s Political Theory written by Neil McArthur and published by University of Toronto Press. This book was released on 2007-12-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: David Hume (1711-1776) is perhaps best known for his treatises on problems of epistemology, skepticism, and causation. A less familiar side of his intellectual output is his work on legal and political theory. David Hume's Political Theory brings together Hume's diverse writings on law and government, collected and examined with a view to revealing the philosopher's coherent and persuasive theory of politics. Through close textual analysis, Neil McArthur suggests that the key to Hume's political theory lies in its distinction between barbarous and civilized government. Throughout the study, the author explores Hume's argument that a society's progress from barbarism to civilization depends on the legal and political system by which it is governed. Ultimately, McArthur demonstrates that the skepticism apparent in much of Hume's work does not necessarily tie him to a strict conservative ideology; rather, Hume's political theory is seen to emphasize many liberal virtues as well. Based on a new conception of Hume's political philosophy, this is a groundbreaking work and a welcome addition to the existing literature.

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 Completing the Forecast written by National Research Council and published by National Academies Press. This book was released on 2006-10-09 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncertainty is a fundamental characteristic of weather, seasonal climate, and hydrological prediction, and no forecast is complete without a description of its uncertainty. Effective communication of uncertainty helps people better understand the likelihood of a particular event and improves their ability to make decisions based on the forecast. Nonetheless, for decades, users of these forecasts have been conditioned to receive incomplete information about uncertainty. They have become used to single-valued (deterministic) forecasts (e.g., "the high temperature will be 70 degrees Farenheit 9 days from now") and applied their own experience in determining how much confidence to place in the forecast. Most forecast products from the public and private sectors, including those from the National Oceanographic and Atmospheric Administration's National Weather Service, continue this deterministic legacy. Fortunately, the National Weather Service and others in the prediction community have recognized the need to view uncertainty as a fundamental part of forecasts. By partnering with other segments of the community to understand user needs, generate relevant and rich informational products, and utilize effective communication vehicles, the National Weather Service can take a leading role in the transition to widespread, effective incorporation of uncertainty information into predictions. "Completing the Forecast" makes recommendations to the National Weather Service and the broader prediction community on how to make this transition.

Download or read book The Rule of Law and Automated Decision Making written by Markku Suksi and published by Springer Nature. This book was released on 2023-07-24 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents observations concerning automated decision-making from a general point of view at the same time as it analyses the manner in which praxis in some jurisdictions has evolved as concerns automated decision-making and how the requirements that are placed by the legal orders on it are formulated. The principle of the rule of law should apply in the context of automated decision-making of public authorities just as much as when the decision-makers are physical persons. In sync with increasing automatization of decision-making in public authorities, problematizing questions about the appropriate legal basis for algorithmic decision-making have started emerge. How should the principle of the rule of law apply within the area of automated decision-making, how should automated decision-making be regulated so that it satisfies the requirements created by the principle of the rule of law, and how should the principle of the rule of law be made concrete in decision-making that is based on algorithms? The proposal for an AI Act launched by the European Commission in April 2021, including an identification of high-risk uses of algorithmic techniques, raises further questions concerning practices and interpretations related to automated decision-making. The state based on the rule of law proceeds from the maxim that public powers are exercised within a legal frame that makes the exercise of public powers foreseeable in light of legal norms. Also, a state based on the rule of law requires that the contents of the exercise of public powers is regulated by legal norms, which means that the citizens must be able to know everything that is relevant about how the powers will be exercised, not only who it is that will exercise the powers. Because of rules and principles of this kind, including non-discrimination and proportionality, the exercise of powers will not become arbitrary.

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 1987-11-30 with total page 344 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 Sixty Years of EU State Aid Law and Policy written by Eugene Stuart and published by Kluwer Law International B.V.. This book was released on 2016-04-24 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: If an EU industrial policy can be said to exist, its contours may be found in the complex and evolving concept of State aid. Because approaching any State aid issue can be fraught with multiple and sometimes conflicting interpretations, an in-depth analysis of the rationales, initiatives, and regulations that constitute the State aid system is much needed. In response to this need, this book provides a fine-grained clarifying context through which recent reforms, policy shifts, and judicial decisions concerning State aid can be understood and applied to specific situations. Focusing on the impacts of landmark cases and policy developments leading up to a deeply informed critique of the current State Aid Modernisation Programme, the authors cover such issues and topics as the following: – linkages to other established and evolving EU common policies and common strategies; – effect of EU State aid rules in the expanding geopolitical regions of EU influence; – interaction with the WTO Subsidies and Countervailing Measures Agreement; – the problem of a ‘subsidies culture’; – how the European Commission’s notion of ‘bad’ State aid has evolved; – effect of EU policy imperatives (e.g., environmental goals) which implicitly argue for increased subsidisation; – nexus with EU tax harmonisation; – competition among undertakings versus competition among Member State policies; and – nature of the quasi-devolution of regulatory responsibilities to EU Member States. This book is a crucially important source of both theoretical enlightenment and practical wisdom that will greatly enhance confident progress through any legal matter involving EU State aid rules. It will prove of immeasurable value to practitioners, in-house counsel, policymakers, and academics for many years to come.

Download or read book Oceans and Human Health written by Robert E. Bowen and published by John Wiley & Sons. This book was released on 2014-04-03 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human health and well-being are tied to the vitality of the global ocean and coastal systems on which so many live and rely. We engage with these extraordinary environments to enhance both our health and our well-being. But, we need to recognize that introducing contaminants and otherwise altering these ocean systems can harm human health and well-being in significant and substantial ways. These are complex, challenging, and critically important themes. How the human relationship to the oceans evolves in coming decades may be one of the most important connections in understanding our personal and social well-being. Yet, our understanding of this relationship is far too limited. This remarkable volume brings experts from diverse disciplines and builds a workable understanding of breadth and depth of the processes – both social and environmental – that will help us to limit future costs and enhance the benefits of sustainable marine systems. In particular, the authors have developed a shared view that the global coastal environment is under threat through intensified natural resource utilization, as well as changes to global climate and other environmental systems. All these changes contribute individually, but more importantly cumulatively, to higher risks for public health and to the global burden of disease. This pioneering book will be of value to advanced undergraduate and postgraduate students taking courses in public health, environmental, economic, and policy fields. Additionally, the treatment of these complex systems is of essential value to the policy community responsible for these questions and to the broader audience for whom these issues are more directly connected to their own health and well-being. "The seas across this planet and their effects on human society and its destiny are a fascinating subject for analysis and insights derived from intellectual inquiry. This diverse and complex subject necessarily requires a blending of knowledge from different disciplines, which the authors of this volume have achieved with remarkable success." "The following pages in this volume are written in a lucid and very readable style, and provide a wealth of knowledge and insightful analysis, which is a rare amalgam of multi-disciplinary perspectives and unique lines of intellectual inquiry. It is valuable to get a volume such as this, which appeals as much to a non-specialist reader as it does to those who are specialists in the diverse but interconnected subjects covered in this volume." (From the "Foreword" written by, R K Pachauri, Director General, TERI and Chairman, IPCC)

Download or read book EU Environmental Law Governance and Decision Making written by Maria Lee and published by Bloomsbury Publishing. This book was released on 2014-12-01 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: A vast and diverse body of EU law addresses an enormous range of environmental matters. This book examines a number of areas of substantive EU environmental law, focusing on the striking preoccupation of EU environmental law with the structure of decision-making. It highlights the observation that environmental protection and environmental decision-making depend intimately on both detailed, specialised information about the physical state of the world, and on political judgments about values and priorities. It also explores the elaborate mechanisms that attempt to bring these distinctive decision-making resources into EU environmental law in areas including industrial pollution, chemicals regulation, environmental assessment and climate change.

Download or read book Language Meaning and the Law written by Christopher Hutton and published by Edinburgh University Press. This book was released on 2009-01-19 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Language, Meaning and the Law offers an accessible, critical guide to debates about linguistic meaning and interpretation in relation to legal language. Law is an ideal domain for considering fundamental questions relating to how we assign meanings to words, understand and comment on texts, and deal with socially and ideologically significant questions of interpretation. The book argues that theoretical issues of concern to linguists, philosophers, literary theorists and others are illuminated by the demands of the legal context, since law is driven by the need for practical solutions and for determinate outcomes based on explicit reasoning. Topics covered include: the relationship of linguistics to legal theory, indeterminacy and statutory interpretation, the theory and practice of using dictionaries in law, defamation and language in the public sphere, and the distinction between perjury and deception. This book does not assume specialist knowledge of the field, and is designed as a self-contained, advanced introduction to a fascinating area of study. The reader will gain an overall insight into issues and debates about meaning and interpretation, as well as an understanding of how these questions are shaped by the legal context.

Download or read book Environmental Principles written by Nicolas de Sadeleer and published by Oxford University Press, USA. This book was released on 2002 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book traces the evolution of environmental principles from their origins as vague political slogans reflecting fears about environmental hazards to their embodiment in enforceable laws. Since the early 1970s environmental issues have taken on an ever increasing profile. This has been duein part to a fundamental change in the type and scale of risk posed by industry. Issues such as global warming, GM food, and mad cow disease typify the new kinds of risk: potentially catastrophic consequences could ensue yet there is no scientific agreement over their precise causation, duration andother concerns. Environmental law has always responded to risks posed by industrial society but the new generation of risks have required a new set of environmental principles, emerging from a combination of public fears, science, ethics and established legal practice. This book shows how three ofthe most important principles of modern environmental law grew out of this new age of ecological risk: the polluter pays principle, the preventive principle and the precautionary principle. The author examines the legal force of these principles and in the process offers a novel theory of normformation in environmental law by unearthing new grounds of legality.The book will be of interest to all with an interest in environmental law and policy, in the relationship between law and science, and in the ways in which political and ethical values can become embodied in laws.

Download or read book Miseducation written by A. J. Angulo and published by Johns Hopkins University Press. This book was released on 2016-04-01 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: By investigating how laws, myths, national aspirations, and global relations have recast and, at times, distorted the key purposes of education, this pathbreaking book sheds light on the role of ignorance in shaping ideas, public opinion, and policy.