and Conditional Process Analysis

Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets.Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science problems, and presents practical guidelines and real-world case studies to help readers apply these methods. The authors explain how data scientists’ choices are involved at every stage of the data science workflow―and show how a human-centered approach can enhance each one, by making the process more transparent, aski

Bringing together a team of global experts, this is the first volume to focus on the ways in which meanings are ascribed to actions in social interaction. It builds on the research traditions of Conversation Analysis and Pragmatics, and highlights the role of interactional, social, linguistic, multimodal, and epistemic factors in the formation and ascription of action-meanings. It shows how inference and intention ascription are displayed and drawn upon by participants in social interaction. Each chapter reveals practices, processes, and uses of action ascription, based on the analysis of audio and video recordings from nine different languages. Action ascription is conceptualised in this volume as not merely a cognitive process, but a social action in its own right that is used for managing interactional concerns and guiding the subsequent course of social interaction. It will be essential reading for academic researchers and advanced students interested in the relationship between la

This succinct book provides a broad panorama of the key economic policy challenges facing the European Union today. The enlargement of the EU and its lacklustre performance over the last decade in terms of employment and productivity growth have prompted wide-ranging calls for economic reform, both at the EU level and within member states. This volume brings together several leading thinkers in the key areas of policy under discussion, ranging from the institutional design of the enlarged EU for efficient policy making, to the extent and nature of the integration process in markets such as those of energy and financial services. It includes an analysis of the problems of macroeconomic policy co-ordination in the EU and an analysis of the reforms in the labour markets and welfare state institutions. Timely and authoritative, this book is accessibly written and will appeal to a wide policy audience.

How do peasants, producing mainly for themselves, become capitalist farmers, producing largely for sale? What happens to farm sizes, farming practices, and the relationships between cultivators and others in the process of this transition? How far does it vary from region to region? Is it inherent in the peasantry, or must it be instigated by landlord, townsfolk or the state? These are some of the questions addressed by Göran Hoppe and John Langton in this 1995 study of rural change in Sweden. Eschewing both traditional narrow empiricism, and the recent trend to over-employ modern social theory, the authors have carefully combined theories about the transition from peasantry to capitalism with meticulous analysis of the abundant Swedish records. In doing so, they reveal the wide geographical variety and rich socioeconomic complexity of the changes which occurred in the process of modernization in the nineteenth century.

Just as the Bolshevik revolution defined the early politics of the 20th century, the transition from communist rule is the landmark event of its final years. In this important 1999 textbook, based on a wealth of references including interview and survey material, Stephen White offers a full, discriminating account of the dramatic process of change in what is still the world's largest country. After an early chapter examining the Gorbachev legacy, the book analyses the electoral process, the powerful presidency, and the intractable problem of economic reform. Later chapters cover social divisions, public opinion, and foreign policy, and a final chapter places the Russian experience within the wider context of democratisation. Clearly written, with numerous figures and illustrations, this book takes up Russia's story from the author's best-selling After Gorbachev to provide an unrivalled analysis of the politics of change in what is now the world's largest postcommunist society.

This book proposes an institutionally embedded framework for analyzing voter choice. Voters, Orit Kedar argues, are concerned with policy, and therefore their vote reflects the path set by political institutions leading from votes to policy. Under this framework, the more institutional mechanisms facilitating post-electoral compromise are built into the political process (e.g., multi-party government), the more voters compensate for the dilution of their vote. This simple but overlooked principle allows Kedar to explain a broad array of seemingly unrelated electoral regularities and offer a unified framework of analysis, which she terms compensatory vote. Kedar develops the compensatory logic in three electoral arenas: parliamentary, presidential, and federal. Leveraging on institutional variation in the degree of power sharing, she analyzes voter choice, conducting an empirical analysis that brings together institutional and behavioral data in a broad cross section of elections in dem

This book proposes an institutionally embedded framework for analyzing voter choice. Voters, Orit Kedar argues, are concerned with policy, and therefore their vote reflects the path set by political institutions leading from votes to policy. Under this framework, the more institutional mechanisms facilitating post-electoral compromise are built into the political process (e.g., multi-party government), the more voters compensate for the dilution of their vote. This simple but overlooked principle allows Kedar to explain a broad array of seemingly unrelated electoral regularities and offer a unified framework of analysis, which she terms compensatory vote. Kedar develops the compensatory logic in three electoral arenas: parliamentary, presidential, and federal. Leveraging on institutional variation in the degree of power sharing, she analyzes voter choice, conducting an empirical analysis that brings together institutional and behavioral data in a broad cross section of elections in dem

This book describes the nature of English historical records over the period 1200–1800. It surveys the records created by the state, the estates of landlords, and the Church. The work arises from an intensive research project (1973–81), which involved the manual and computerised analysis of all the surviving records for two parishes, in Westmorland and Essex, up to 1800. The book considers the administrative and judicial process, which led to the compilation of the documents, the survival and quantity of each class, the location and form of the material, and the hidden omissions, inaccuracies and deceptions.

Originally published in 1973, the main objectives of this study were to bring together a comprehensive amount of empirical information on the structure and process of interest groups and the nature of their interaction and influence vis-á-vis government (a great deal of such information existed regarding the USA but the subject had been somewhat neglected in the case of Canada) and also to provide a theoretical explanation of interest groups in the political process by a comparative analysis of their behaviour in the two different political and cultural systems of Canada and the USA. The implications of the study are developed within the framework of the theory of elite accommodation, which attempts to explain interest-group behaviour in the context of the larger socio-political system. Arguing that Canada should be included in the category of 'consociational' societies - i.e. relatively stable societies characterised by deep cleavages of religion and ethnicity, such as Belgium, the Ne

This volume provides a concise, historical review of the methods of structural analysis and design - from Galileo in the seventeenth century, to the present day. Through it, students in structural engineering and professional engineers will gain a deeper understanding of the theory behind the modern software packages they use daily in structural design. This book also offers the reader a lucid examination of the process of structural analysis and how it relates to modern design. The first three chapters cover questions about the strength of materials, and how to calculate local effects. An account is then given of the development of the equations of elastic flexure and buckling, followed by a separate chapter on masonry arches. Three chapters on the overall behaviour of elastic structures lead to a discussion of plastic behaviour, and a final chapter indicates that there are still problems needing solution.

This volume provides a concise, historical review of the methods of structural analysis and design - from Galileo in the seventeenth century, to the present day. Through it, students in structural engineering and professional engineers will gain a deeper understanding of the theory behind the modern software packages they use daily in structural design. This book also offers the reader a lucid examination of the process of structural analysis and how it relates to modern design. The first three chapters cover questions about the strength of materials, and how to calculate local effects. An account is then given of the development of the equations of elastic flexure and buckling, followed by a separate chapter on masonry arches. Three chapters on the overall behaviour of elastic structures lead to a discussion of plastic behaviour, and a final chapter indicates that there are still problems needing solution.

This book provides a counter-balance to the traditional focus on judicial decisions by exploring the contribution of legal scholars to the development of private law.In the book the work of a selection of leading scholars of contract law from across the common law world, ranging from Sir Jeffrey Gilbert (1674–1726) to Professor Brian Coote (1929–2019), is addressed by legal historians and current scholars in the field. The focus is on the nature of the work produced by the scholars in question, important influences on their work, and the impact which that work in turn had on thinking about contract law. The book also includes an introductory chapter and an afterword by Professor William Twining that explore connections between the scholars and recurrent themes.The process of subjecting contract law scholarship to sustained analysis provides new insights into the intellectual development of contract law and reveals the central role played by scholars in that process. And by focusing att

Azmi Bishara’s book on the Syrian Revolution is one of the most comprehensive and profound works on the subject published to date. Translated here into English for the first time, the study examines the complex roots of Syria's political and sectarian conflicts from the day revolution erupted on 15th March 2011 to its descent into civil war in the two years that followed. The book unearths and discusses the very first signs of protests from across Daraa, Hama, Aleppo, Damascus, Raqqa, Deir El Zour, Edlib and Homs, and it deals with Syria's ruralization process and the subsequent economic 'liberalization', which eventually led to the revolt against the Baath party. The work is based on high-level interviews, analysis of the country's socio-economic background, and examination of the Syrian regime's strategy and its political and media discourse. Syria's revolution is chronicled in two stages: the peaceful civil stage and the armed stage. Bishara's analysis first centres on the regime's

In this thought provoking study, Silvina Milstein proposes a reconstruction of Schoenberg's conception of compositional process in his twelve-tone works, which challenges the prevalent view that this music is to be appropriately understood exclusively in terms of the new method. Her claim that in Scoenberg we encounter hierarchical pitch relations operating in a twelve-tone context is supported by in-depth musical analysis and the commentary on the sketch material, which shows tonal considerations to be a primary concern and even an important criterion in the composition of the set itself. The core of the book consists of detailed analytical studies; yet its heavy reliance on factors outside the score places this work beyond the boundaries of textual analysis into the field of this history of musical ideas.

Social scientists have identified a need to move beyond the analysis of correlation among variables to the study of causal mechanisms that link them. Nicholas Weller and Jeb Barnes propose that a solution lies in 'pathway analysis', the use of case studies to explore the causal links between related variables. This book focuses on how the small-N component of multi-method research can meaningfully contribute and add value to the study of causal mechanisms. The authors present both an extended rationale for the unique role that case studies can play in causal mechanism research, and a detailed view of the types of knowledge that case studies should try to generate and how to leverage existing large-N data to guide the case selection process. The authors explain how to use their approach both to select cases and to provide context on previously studied cases.

Social scientists have identified a need to move beyond the analysis of correlation among variables to the study of causal mechanisms that link them. Nicholas Weller and Jeb Barnes propose that a solution lies in 'pathway analysis', the use of case studies to explore the causal links between related variables. This book focuses on how the small-N component of multi-method research can meaningfully contribute and add value to the study of causal mechanisms. The authors present both an extended rationale for the unique role that case studies can play in causal mechanism research, and a detailed view of the types of knowledge that case studies should try to generate and how to leverage existing large-N data to guide the case selection process. The authors explain how to use their approach both to select cases and to provide context on previously studied cases.

Numerical simulation of compressible, inviscid time-dependent flow is a major branch of computational fluid dynamics. Its primary goal is to obtain accurate representation of the time evolution of complex flow patterns, involving interactions of shocks, interfaces, and rarefaction waves. The Generalized Riemann Problem (GRP) algorithm, developed by the authors for this purpose, provides a unifying 'shell' which comprises some of the most commonly used numerical schemes of this process. This monograph gives a systematic presentation of the GRP methodology, starting from the underlying mathematical principles, through basic scheme analysis and scheme extensions (such as reacting flow or two-dimensional flows involving moving or stationary boundaries). An array of instructive examples illustrates the range of applications, extending from (simple) scalar equations to computational fluid dynamics. Background material from mathematical analysis and fluid dynamics is provided, making the book

Numerical simulation of compressible, inviscid time-dependent flow is a major branch of computational fluid dynamics. Its primary goal is to obtain accurate representation of the time evolution of complex flow patterns, involving interactions of shocks, interfaces, and rarefaction waves. The Generalized Riemann Problem (GRP) algorithm, developed by the authors for this purpose, provides a unifying 'shell' which comprises some of the most commonly used numerical schemes of this process. This monograph gives a systematic presentation of the GRP methodology, starting from the underlying mathematical principles, through basic scheme analysis and scheme extensions (such as reacting flow or two-dimensional flows involving moving or stationary boundaries). An array of instructive examples illustrates the range of applications, extending from (simple) scalar equations to computational fluid dynamics. Background material from mathematical analysis and fluid dynamics is provided, making the book

This book explores how the Internet impacts on the protection of fundamental rights, particularly with regard to freedom of speech and privacy. In doing so, it seeks to bridge the gap between Internet Law and European and Constitutional Law. The book aims to emancipate the debate on internet law and jurisprudence from the dominant position, with specific reference to European legal regimes. This approach aims to inject a European and constitutional “soul” into the topic. Moreover, the book addresses the relationship between new technologies and the protection of fundamental rights within the theoretical debate surrounding the process of European integration, with particular emphasis on judicial dialogue. This innovative book provides a thorough analysis of the forms, models and styles of judicial protection of fundamental rights in the digital era and compares the European vision to that of the United States. The book offers the first comparative analysis in which the notion of (judici

This book provides a compelling and incisive portrait of James Madison, the scholar and political philosopher. Through extensive historical research and analysis of Madison's heretofore underappreciated 1791 'Notes on Government', Madison's scholarly contributions are cast in a new light, yielding a richer, more comprehensive understanding of his political thought than ever before. Tracing Madison's intellectual investigations of republics and philosophers, both ancient and modern, this book invites the reader to understand the pioneering ideas of the greatest American scholar of politics and republicanism - and, in the process, to discover anew the vast possibilities and potential of that great experiment in self-government known as the American republic.

This book provides a compelling and incisive portrait of James Madison, the scholar and political philosopher. Through extensive historical research and analysis of Madison's heretofore underappreciated 1791 'Notes on Government', Madison's scholarly contributions are cast in a new light, yielding a richer, more comprehensive understanding of his political thought than ever before. Tracing Madison's intellectual investigations of republics and philosophers, both ancient and modern, this book invites the reader to understand the pioneering ideas of the greatest American scholar of politics and republicanism - and, in the process, to discover anew the vast possibilities and potential of that great experiment in self-government known as the American republic.

Drawing upon the explosion of research in the field, a diverse group of scholars surveys strategies for solving ecological inference problems, the process of trying to infer individual behavior from aggregate data. The uncertainties and information lost in aggregation make ecological inference one of the most difficult areas of statistical inference, but these inferences are required in many academic fields, as well as by legislatures and the Courts in redistricting, marketing research by business, and policy analysis by governments. This wide-ranging collection of essays, first published in 2004, offers many important contributions to the study of ecological inference.

Drawing upon the explosion of research in the field, a diverse group of scholars surveys strategies for solving ecological inference problems, the process of trying to infer individual behavior from aggregate data. The uncertainties and information lost in aggregation make ecological inference one of the most difficult areas of statistical inference, but these inferences are required in many academic fields, as well as by legislatures and the Courts in redistricting, marketing research by business, and policy analysis by governments. This wide-ranging collection of essays, first published in 2004, offers many important contributions to the study of ecological inference.

This collection of essays brings together historians and political scientists from Britain, France and the United States, who, from widely differing perspectives and traditions, have been involved in the process of rethinking African politics. They present here the outline of a new approach, grounded in universal political theory rather than on theories of Third World political development. This seeks to integrate the history of Africa (from pre- to post-colonial) with concepts of political theory as they have been applied historically to the analysis of Europe and America. The book addresses a wide audience: students of African history and politics, of Third World development and of political theory.

In the EU public services, utilities and welfare services can be seen as both building blocks for the internal market and as a persistent irritant in the integration process. This book provides a comprehensive overview of the EU law on public services within the context of European integration. It brings together important analysis of the primary Treaty law, mainly on the internal market and competition, and of the secondary legislation at EU level, including different sector specific regimes. Particular attention is given to case law of the EU courts. This will be essential reading for those looking to have a broader understanding of the subject.

The Domesday Book has long been used as a source of information about legal and economic matters, but its bearing upon the geography of medieval England has been comparatively neglected. The extraction of geographical information involves problems of interpretation, since it necessitates an analysis into elements and their subsequent reconstruction on a geographical basis. But this process makes available otherwise unobtainable evidence for forming a general picture of the relative prosperity of different areas, as well as data for the comparative study of varying geographic and economic factors. This volume contains chapters on Wiltshire, Dorset, Somerset, Devonshire, Cornwall and a concluding chapter on the south-western counties.

This book examines in detail the process of change in 240 city, county and state public bureaucracies responsible for local finance administration. Using the longitudinal method of analysis, the data show organizational structures to be much less stable than conventional stereotypes have suggested. Variables such as organizational leadership, claims to domain, and survival (as opposed to replacement or reorganization) were found to mediate environmental effects on bureaucracies. The book also discusses traditional theories of bureaucracy, theories emphasizing the importance of environment for organizational theory is possible. The concluding chapter draws extensive theoretical implications from the empirical findings of the study.

This book examines in detail the process of change in 240 city, county and state public bureaucracies responsible for local finance administration. Using the longitudinal method of analysis, the data show organizational structures to be much less stable than conventional stereotypes have suggested. Variables such as organizational leadership, claims to domain, and survival (as opposed to replacement or reorganization) were found to mediate environmental effects on bureaucracies. The book also discusses traditional theories of bureaucracy, theories emphasizing the importance of environment for organizational theory is possible. The concluding chapter draws extensive theoretical implications from the empirical findings of the study.

Who watches over the party-state? In this engaging analysis, Maria Repnikova reveals the webs of an uneasy partnership between critical journalists and the state in China. More than merely a passive mouthpiece or a dissident voice, the media in China also plays a critical oversight role, one more frequently associated with liberal democracies than with authoritarian systems. Chinese central officials cautiously endorse media supervision as a feedback mechanism, as journalists carve out space for critical reporting by positioning themselves as aiding the agenda of the central state. Drawing on rare access in the field, Media Politics in China examines the process of guarded improvisation that has defined this volatile partnership over the past decade on a routine basis and in the aftermath of major crisis events. Combined with a comparative analysis of media politics in the Soviet Union and contemporary Russia, the book highlights the distinctiveness of Chinese journalist-state relation

Who watches over the party-state? In this engaging analysis, Maria Repnikova reveals the webs of an uneasy partnership between critical journalists and the state in China. More than merely a passive mouthpiece or a dissident voice, the media in China also plays a critical oversight role, one more frequently associated with liberal democracies than with authoritarian systems. Chinese central officials cautiously endorse media supervision as a feedback mechanism, as journalists carve out space for critical reporting by positioning themselves as aiding the agenda of the central state. Drawing on rare access in the field, Media Politics in China examines the process of guarded improvisation that has defined this volatile partnership over the past decade on a routine basis and in the aftermath of major crisis events. Combined with a comparative analysis of media politics in the Soviet Union and contemporary Russia, the book highlights the distinctiveness of Chinese journalist-state relation

Edited by two of the world's leading analysts of post-communist politics, this book brings together distinguished specialists on the Baltic states (Estonia, Latvia and Lithuania), Poland, the Czech Republic, Slovakia and Hungary. The authors analyse the patterns of post-communist democratization in these countries, paying particular attention to the process of party formation, electoral politics, the growth of civil society, and the impact of economic reform on the emergence of interest groups. Karen Dawisha and Bruce Parrott provide theoretical and comparative chapters on post-communist political development across the region. This book will provide students and scholars with detailed analysis by leading authorities, plus the latest research data on recent political and economic developments in each country.

Understand the fundamental concepts, theoretical background, major experimental observations, and device applications of graphene photonics with this self-contained text. Systematically and rigorously developing each concept and theoretical model from the ground up, it guides readers through the major topics, from basic properties and band structure to electronic, optical, optoelectronic, and nonlinear optical properties, and plasmonics and photonic devices. The connections between theory, modeling, experiment, and device concepts are demonstrated throughout, and every optical process is analyzed through formal electromagnetic analysis. Suitable for both self-study and a one-semester or one-quarter course, this is the ideal text for graduate students and researchers in photonics, optoelectronics, nanoscience and nanotechnology, and optical and solid-state physics, who are working in this rapidly developing field.

This book, by two of the world's leading administrative law scholars, reimagines administrative law as the law of public administration by making its competence the focus of administrative law. Grounded in extensive interdisciplinary, historical, and doctrinal analysis, Fisher and Shapiro show why understanding both the capacity and authority of expert public administration is crucial to ensure the legitimacy and accountability of the administrative state. To address the current precarious state of administrative law, they support a new study of the administrative process by an Attorney Generals Committee on Administrative Procedure leading to a revised Administrative Procedure Act (APA). This book is a must-read for anyone interested in administrative law and its reform.

The foreign policy of the United States is guided by deeply held beliefs, few of which are recognized much less subjected to rational analysis, Christopher J. Fettweis writes, in this, his third book. He identifies the foundations of those beliefs - fear, honor, glory and hubris - and explains how they have inspired poor strategic decisions in Washington. He then proceeds to discuss their origins. The author analyzes recent foreign policy mistakes, including the Bay of Pigs, the Vietnam War, and the Iraq War, and he considers the decision-making process behind them, as well as the beliefs inspiring those decisions. The American government's strategic performance, Professor Fettweis argues, can be improved if these pathological beliefs are recognized and eliminated.

The foreign policy of the United States is guided by deeply held beliefs, few of which are recognized much less subjected to rational analysis, Christopher J. Fettweis writes, in this, his third book. He identifies the foundations of those beliefs - fear, honor, glory and hubris - and explains how they have inspired poor strategic decisions in Washington. He then proceeds to discuss their origins. The author analyzes recent foreign policy mistakes, including the Bay of Pigs, the Vietnam War, and the Iraq War, and he considers the decision-making process behind them, as well as the beliefs inspiring those decisions. The American government's strategic performance, Professor Fettweis argues, can be improved if these pathological beliefs are recognized and eliminated.

Covering point process theory, random geometric graphs and coverage processes, this rigorous introduction to stochastic geometry will enable you to obtain powerful, general estimates and bounds of wireless network performance and make good design choices for future wireless architectures and protocols that efficiently manage interference effects. Practical engineering applications are integrated with mathematical theory, with an understanding of probability the only prerequisite. At the same time, stochastic geometry is connected to percolation theory and the theory of random geometric graphs and accompanied by a brief introduction to the R statistical computing language. Combining theory and hands-on analytical techniques with practical examples and exercises, this is a comprehensive guide to the spatial stochastic models essential for modelling and analysis of wireless network performance.

Can we design institutions that increase and deepen citizen participation in the political decision making process? At a time when there is growing disillusionment with the institutions of advanced industrial democracies, there is also increasing interest in new ways of involving citizens in the political decisions that affect their lives. This book draws together evidence from a variety of democratic innovations from around the world, including participatory budgeting in Brazil, Citizens' Assemblies on Electoral Reform in Canada, direct legislation in California and Switzerland and emerging experiments in e-democracy. The book offers a rare systematic analysis of this diverse range of democratic innovations, drawing lessons for the future development of both democratic theory and practice.

Can we design institutions that increase and deepen citizen participation in the political decision making process? At a time when there is growing disillusionment with the institutions of advanced industrial democracies, there is also increasing interest in new ways of involving citizens in the political decisions that affect their lives. This book draws together evidence from a variety of democratic innovations from around the world, including participatory budgeting in Brazil, Citizens' Assemblies on Electoral Reform in Canada, direct legislation in California and Switzerland and emerging experiments in e-democracy. The book offers a rare systematic analysis of this diverse range of democratic innovations, drawing lessons for the future development of both democratic theory and practice.

How can we unravel the evolution of language, given that there is no direct evidence about it? Rudolf Botha addresses this intriguing question in his fascinating new book. Inferences can be drawn about language evolution from a range of other phenomena, serving as windows into this prehistoric process. These include shell-beads, fossil skulls and ancestral brains, modern pidgin and creole languages, homesign systems and emergent sign languages, modern motherese, language use of modern hunter-gatherers, first language acquisition, similarities between language and music, and comparative animal behaviour. The first systematic analysis of the Windows Approach, it will be of interest to students and researchers in many disciplines, including anthropology, archaeology, linguistics, palaeontology and primatology, as well as anyone interested in how language evolved.

How can we unravel the evolution of language, given that there is no direct evidence about it? Rudolf Botha addresses this intriguing question in his fascinating new book. Inferences can be drawn about language evolution from a range of other phenomena, serving as windows into this prehistoric process. These include shell-beads, fossil skulls and ancestral brains, modern pidgin and creole languages, homesign systems and emergent sign languages, modern motherese, language use of modern hunter-gatherers, first language acquisition, similarities between language and music, and comparative animal behaviour. The first systematic analysis of the Windows Approach, it will be of interest to students and researchers in many disciplines, including anthropology, archaeology, linguistics, palaeontology and primatology, as well as anyone interested in how language evolved.