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This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigms that occupy the majority of an analyst’s time and advancing to the practical applications of statistical learning and machine learning. The text considers two divergent, competing perspectives to support its applications, incorporating techniques from both causal inference and prediction. Additionally, the book includes open-sourced data as well as live code, written in R and presented in notebook form, which readers can use and modify to practice working with data.
Morality is not declining in the modern world. Instead, a new morality is replacing the previous one. Centered on individual self-fulfillment, and linked to administrative government, it permits things the old morality forbid, like sex for pleasure, but forbids things the old morality allowed, like intolerance and equality of opportunity.
This book argues that many of the basic concepts that we use to describe and analyze our governmental system are out of date. Developed in large part during the Middle Ages, they fail to confront the administrative character of modern government. These concepts, which include power, discretion, democracy, legitimacy, law, rights, and property, bear the indelible imprint of this bygone era's attitudes, and Arthurian fantasies, about governance. As a result, they fail to provide us with the tools we need to understand, critique, and improve the government we actually possess. Beyond Camelot explains the causes and character of this failure, and then proposes a new conceptual framework, drawn f...
Federalism is one of the most influential concepts in modern political discourse as well as the focus of immense controversy resulting from the lack of a single coherent definition. Malcolm M. Feeley and Edward Rubin expose the ambiguities of modern federalism, offering a powerful but generous treatise on the modern salience of the term. “Malcolm Feeley and Edward Rubin have published an excellent book.” —Sanford Levinson, University of Texas at Austin “At last, an insightful examination of federalism stripped of its romance. An absolutely splendid book, rigorous but still accessible.” —Larry Yackle, Boston University “Professors Feeley and Rubin clearly define what is and is n...
Providing an in-depth exploration of the complexities of densification policy and processes, this book brings the important experiences of densification in Johannesburg into conversation with a range of cities in Africa, the BRICS countries and the Global North. It moves beyond the divisive debate over whether densification is good or bad, adding nuance and complexity to the calls from multilateral organisations for densification as a key urban strategy.
Investigates the role of federal judges in prison reform, and policy making in general.
This book reviews the latest research in the field of autobiographical memory.
An up-to-date, comprehensive treatment of a classic text on missing data in statistics The topic of missing data has gained considerable attention in recent decades. This new edition by two acknowledged experts on the subject offers an up-to-date account of practical methodology for handling missing data problems. Blending theory and application, authors Roderick Little and Donald Rubin review historical approaches to the subject and describe simple methods for multivariate analysis with missing values. They then provide a coherent theory for analysis of problems based on likelihoods derived from statistical models for the data and the missing data mechanism, and then they apply the theory t...
Edward W. Said locates Joseph Conrad's fear of personal disintegration in his constant re-narration of the past. Using the author's personal letters as a guide to understanding his fiction, Said draws an important parallel between Conrad's view of his own life and the manner and form of his stories. The critic also argues that the author, who set his fiction in exotic locations like East Asia and Africa, projects political dimensions in his work that mirror a colonialist preoccupation with "civilizing" native peoples. Said then suggests that this dimension should be considered when reading all of Western literature. First published in 1966, Said's critique of the Western self's struggle with modernity signaled the beginnings of his groundbreaking work, Orientalism, and remains a cornerstone of postcolonial studies today.
Rethinking Legal Scholarship bridges the gap between American and European legal scholarship by looking at underlying methodological challenges.