Introduction to Programming Concepts With Case Studies in Python

Bayesian inference has become a standard method of analysis in many fields of science. Students and researchers in experimental psychology and cognitive science, however, have failed to take full advantage of the new and exciting possibilities that the Bayesian approach affords. Ideal for teaching and self study, this book demonstrates how to do Bayesian modeling. Short, to-the-point chapters offer examples, exercises, and computer code (using WinBUGS or JAGS, and supported by Matlab and R), with additional support available online. No advance knowledge of statistics is required and, from the very start, readers are encouraged to apply and adjust Bayesian analyses by themselves. The book contains a series of chapters on parameter estimation and model selection, followed by detailed case studies from cognitive science. After working through this book, readers should be able to build their own Bayesian models, apply the models to their own data, and draw their own conclusions.

Boundary conformal field theory is concerned with a class of two-dimensional quantum field theories which display a rich mathematical structure and have many applications ranging from string theory to condensed matter physics. In particular, the framework allows discussion of strings and branes directly at the quantum level. Written by internationally renowned experts, this comprehensive introduction to boundary conformal field theory reaches from theoretical foundations to recent developments, with an emphasis on the algebraic treatment of string backgrounds. Topics covered include basic concepts in conformal field theory with and without boundaries, the mathematical description of strings and D-branes, and the geometry of strongly curved spacetime. The book offers insights into string geometry that go beyond classical notions. Describing the theory from basic concepts, and providing numerous worked examples from conformal field theory and string theory, this reference is of interest

Bayesian inference has become a standard method of analysis in many fields of science. Students and researchers in experimental psychology and cognitive science, however, have failed to take full advantage of the new and exciting possibilities that the Bayesian approach affords. Ideal for teaching and self study, this book demonstrates how to do Bayesian modeling. Short, to-the-point chapters offer examples, exercises, and computer code (using WinBUGS or JAGS, and supported by Matlab and R), with additional support available online. No advance knowledge of statistics is required and, from the very start, readers are encouraged to apply and adjust Bayesian analyses by themselves. The book contains a series of chapters on parameter estimation and model selection, followed by detailed case studies from cognitive science. After working through this book, readers should be able to build their own Bayesian models, apply the models to their own data, and draw their own conclusions.

This modern introduction to seismic data processing in both exploration and global geophysics demonstrates practical applications through real data and tutorial examples. The underlying physics and mathematics of the various seismic analysis methods are presented, giving students an appreciation of their limitations and potential for creating models of the sub-surface. Designed for a one-semester course, this textbook discusses key techniques within the context of the world's ever increasing need for petroleum and mineral resources - equipping upper undergraduate and graduate students with the tools they need for a career in industry. Examples presented throughout the text allow students to compare different methods and can be demonstrated using the instructor's software of choice. Exercises at the end of sections enable students to check their understanding and put the theory into practice and are complemented by solutions for instructors and additional case study examples online to c

Separation logic is the twenty-first-century variant of Hoare logic that permits verification of pointer-manipulating programs. This book covers practical and theoretical aspects of separation logic at a level accessible to beginning graduate students interested in software verification. On the practical side it offers an introduction to verification in Hoare and separation logics, simple case studies for toy languages, and the Verifiable C program logic for the C programming language. On the theoretical side it presents separation algebras as models of separation logics; step-indexed models of higher-order logical features for higher-order programs; indirection theory for constructing step-indexed separation algebras; tree-shares as models for shared ownership; and the semantic construction (and soundness proof) of Verifiable C. In addition, the book covers several aspects of the CompCert verified C compiler, and its connection to foundationally verified software analysis tools. All c

Over the past three decades, market reforms have transformed public services such as education, health, and care of the elderly. Whereas previous studies present markets as having similar and largely non-political effects, this book shows that political parties structure markets in diverse ways to achieve distinct political aims. Left-wing attempts to sustain the legitimacy of the welfare state are compared with right-wing wishes to limit the state and empower the private sector. Examining a broad range of countries, time periods, and policy areas, Jane R. Gingrich helps readers make sense of the complexity of market reforms in the industrialized world. The use of innovative multi-case studies and in-depth interviews with senior European policymakers enriches the debate and brings clarity to this multifaceted topic. Scholars and students working on the policymaking process in this central area will be interested in this new conceptualization of market reform.

This book details a study based on in-depth interviews with 73 young people who first entered university studies in South Africa in 2009, analyzing broader influences on their experiences of succes

This important study examines the market trade of medieval England by providing a wide-ranging critique of the moral and legal imperatives that underpinned retail trade. James Davis shows how market-goers were influenced not only by practical and economic considerations of price, quality, supply and demand, but also by the moral and cultural environment within which such deals were conducted. This book draws on a broad range of cross-disciplinary evidence, from the literary works of William Langland and the sermons of medieval preachers, to state, civic and guild laws, Davis scrutinises everyday market behaviour through case studies of small and large towns, using the evidence of manor and borough courts. From these varied sources, Davis teases out the complex relationship between morality, law and practice and demonstrates that even the influence of contemporary Christian ideology was not necessarily incompatible with efficient and profitable everyday commerce.

In the context of a systematic overview of the possibilities of applying narratological concepts to a study of TV series, ten case studies are explored in depth, demonstrating how series such as 24, B

'Two things', wrote Kant, 'fill the mind with ever new and increasing admiration and awe: the starry heavens above and the moral law within'. Many would argue that since Kant's day, the study of the starry heavens has advanced while ethics has stagnated, and in particular that Kant's ethics offers an empty formalism that tells us nothing about how we should live. In Acting on Principle Onora O'Neill shows that Kantian ethics has practical as well as philosophical importance. First published in 1975, the book is regarded as a classic account and defence of the Kantian ethical position. It addresses Kant's account of reasoning about action, in particular his controversial claim that the Categorical Imperative guides action and is basic to ethics and justice. This second edition offers a substantial new introduction and updated bibliography, and will be valuable for a wide readership in Kant studies and those studying ethics.

Suitable for non-science majors with a taxonomic approach to the disease chapters, this title offers a writing style through the use of tools such as case studies and analogies to thoroughly explain d

Xie presents a systematic introduction to ordinary differential equations for engineering students and practitioners. Mathematical concepts and various techniques are presented in a clear, logical, and concise manner. Various visual features are used to highlight focus areas. Complete illustrative diagrams are used to facilitate mathematical modeling of application problems. Readers are motivated by a focus on the relevance of differential equations through their applications in various engineering disciplines. Studies of various types of differential equations are determined by engineering applications. Theory and techniques for solving differential equations are then applied to solve practical engineering problems. A step-by-step analysis is presented to model the engineering problems using differential equations from physical principles and to solve the differential equations using the easiest possible method. This book is suitable for undergraduate students in engineering.

John Milton lived at a time when English nationalism became entangled with principles and policies of cultural, religious, and ethnic tolerance. Combining political theory with close readings of key texts, this study examines how Milton's polemical and imaginative literature intersects with representations of English Protestant nationhood. Through detailed case studies of Milton's works, Elizabeth Sauer charts the fluctuating narrative of Milton's literary engagements in relation to social, political, and philosophical themes such as ecclesiology, exclusionism, Irish alterity, natural law, disestablishment, geography, and intermarriage. In so doing, Sauer shows the extent to which nationhood and toleration can be subjected to literary and historicist inquiry. Her study makes a salient contribution to Milton studies and to scholarship on early modern literature and the development of the early nation-state.

'Two things', wrote Kant, 'fill the mind with ever new and increasing admiration and awe: the starry heavens above and the moral law within'. Many would argue that since Kant's day, the study of the starry heavens has advanced while ethics has stagnated, and in particular that Kant's ethics offers an empty formalism that tells us nothing about how we should live. In Acting on Principle Onora O'Neill shows that Kantian ethics has practical as well as philosophical importance. First published in 1975, the book is regarded as a classic account and defence of the Kantian ethical position. It addresses Kant's account of reasoning about action, in particular his controversial claim that the Categorical Imperative guides action and is basic to ethics and justice. This second edition offers a substantial new introduction and updated bibliography, and will be valuable for a wide readership in Kant studies and those studying ethics.

Energy technology innovation - improving how we produce and use energy - is critical for a transition towards sustainability. This book presents a rich set of twenty case studies of energy technology innovation embedded within a unifying conceptual framework. It provides insights into why some innovation efforts have been more successful than others, and draws important policy conclusions. The case studies cover a wide range of energy technologies, ranging from energy supply to energy end use, from successes to failures and from industrialized, emerging and developing economies. The case studies are presented by an international group of eminent scholars under the auspices of the Global Energy Assessment (GEA), whose main volume was published in 2012 by Cambridge University Press. Energy Technology Innovation presents new data, new concepts and novel analytical and policy perspectives. It will be invaluable for researchers, policy makers, economists, industrial innovators and entrepren

Complexity science is the study of systems with many interdependent components. Such systems - and the self-organization and emergent phenomena they manifest - lie at the heart of many challenges of global importance. This book is a coherent introduction to the mathematical methods used to understand complexity, with plenty of examples and real-world applications. It starts with the crucial concepts of self-organization and emergence, then tackles complexity in dynamical systems using differential equations and chaos theory. Several classes of models of interacting particle systems are studied with techniques from stochastic analysis, followed by a treatment of the statistical mechanics of complex systems. Further topics include numerical analysis of PDEs, and applications of stochastic methods in economics and finance. The book concludes with introductions to space-time phases and selfish routing. The exposition is suitable for researchers, practitioners and students in complexity sci

Thomas Kuhn's Structure of Scientific Revolutions became the most widely read book about science in the twentieth century. His terms 'paradigm' and 'scientific revolution' entered everyday speech, but they remain controversial. In the second half of the twentieth century, the new field of cognitive science combined empirical psychology, computer science, and neuroscience. In this book, the theories of concepts developed by cognitive scientists are used to evaluate and extend Kuhn's most influential ideas. Based on case studies of the Copernican revolution, the discovery of nuclear fission, and an elaboration of Kuhn's famous 'ducks and geese' example of concept learning, this volume, first published in 2006, offers accounts of the nature of normal and revolutionary science, the function of anomalies, and the nature of incommensurability.

Introducing Second Language Acquisition: Perspectives and Practices represents a clear and concise introduction to the main concepts, issues, and debates in second language acquisition studies aimed s

Human capital - the performance and the potential of people in an organisation - has become an increasingly urgent issue for business leaders. Dramatic demographic shifts, the globalisation of organisations, increasing business complexity, and generational differences are causing many organisations to place a more deliberate focus on human capital as a key element in strategic planning and execution. This book helps business leaders determine how to address human capital as part of their business strategy, to drive value and realise the potential of the organisation. Topics are presented clearly, allowing readers to quickly grasp and apply key concepts and ideas. The authors share both their academic research and practical experience from around the world, providing first-hand case studies and examples to help bring theoretical topics to life. With a strong practitioner focus, this book will provide business leaders and HR professionals with new insights into how to improve business pe

At the beginning of the twentieth century, Burma was among the most prosperous territories in the East. Yet since gaining independence in 1948, its economy has struggled. Burma's developmental failure has often been attributed to gross mismanagement of the economy by the military who took power in 1962 but in this illuminating book, Ian Brown, one of the leading economic historians of Southeast Asia, provides a fresh examination of the country's economic past, thereby setting that failure in the context of the colonial period. For the first time, a review of Burma's economic experience in the final decades of British rule is integrated with an analysis of its economy since independence, providing a detailed understanding of the complex origins of Burma's economic failure in the second half of the twentieth century. This is a compelling introduction to Burma's political and economic history for students in Southeast Asian history, development studies and political science.

At the beginning of the twentieth century, Burma was among the most prosperous territories in the East. Yet since gaining independence in 1948, its economy has struggled. Burma's developmental failure has often been attributed to gross mismanagement of the economy by the military who took power in 1962 but in this illuminating book, Ian Brown, one of the leading economic historians of Southeast Asia, provides a fresh examination of the country's economic past, thereby setting that failure in the context of the colonial period. For the first time, a review of Burma's economic experience in the final decades of British rule is integrated with an analysis of its economy since independence, providing a detailed understanding of the complex origins of Burma's economic failure in the second half of the twentieth century. This is a compelling introduction to Burma's political and economic history for students in Southeast Asian history, development studies and political science.

Introducing Second Language Acquisition: Perspectives and Practices represents a clear and concise introduction to the main concepts, issues, and debates in second language acquisition studies aimed s

Originally published in 1913, this volume contains the complete text of the Old Testament's Song of Songs in English translation, together with a detailed introduction regarding its themes and structural elements. Aimed at the general reader, the introduction condenses much of the previous literature regarding the Song of Songs into an accessible and readable form. Detailed notes are provided throughout. This book will be of value to anyone with an interest in biblical studies, theology and the Old Testament.

There is a rich body of encyclopaedic writing which survives from the two millennia before the Enlightenment. This book sheds new light on that material. It traces the development of traditions of knowledge ordering which stretched back to Pliny and Varro and others in the classical world. It works with a broad concept of encyclopaedism, resisting the idea that there was any clear pre-modern genre of the 'encyclopaedia', and showing instead how the rhetoric and techniques of comprehensive compilation left their mark on a surprising range of texts. In the process it draws attention to both remarkable similarities and striking differences between conventions of encyclopaedic compilation in different periods, with a focus primarily on European/Mediterranean culture. The book covers classical, medieval (including Byzantine and Arabic) and Renaissance culture in turn, and combines chapters which survey whole periods with others focused closely on individual texts as case studies.

The anthropology of ethics has become an important and fast-growing field in recent years. This book argues that it represents not just a new subfield within anthropology but a conceptual renewal of the discipline as a whole, enabling it to take account of a major dimension of human conduct which social theory has so far failed adequately to address. An ideal introduction for students and researchers in anthropology and related human sciences. • Shows how ethical concepts such as virtue, character, freedom and responsibility may be incorporated into anthropological analysis • Surveys the history of anthropology's engagement with morality • Examines the relevance for anthropology of two major philosophical approaches to moral life.

Methodological know-how has become one of the key qualifications in contemporary linguistics, which has a strong empirical focus. Containing 23 chapters, each devoted to a different research method, this volume brings together the expertise and insight of a range of established practitioners. The chapters are arranged in three parts, devoted to three different stages of empirical research: data collection, analysis and evaluation. In addition to detailed step-by-step introductions and illustrative case studies focusing on variation and change in English, each chapter addresses the strengths and weaknesses of the methodology and concludes with suggestions for further reading. This systematic, state-of-the-art survey is ideal for both novice researchers and professionals interested in extending their methodological repertoires. The book also has a companion website which provides readers with further information, links, resources, demonstrations, exercises and case studies related to eac

Methodological know-how has become one of the key qualifications in contemporary linguistics, which has a strong empirical focus. Containing 23 chapters, each devoted to a different research method, this volume brings together the expertise and insight of a range of established practitioners. The chapters are arranged in three parts, devoted to three different stages of empirical research: data collection, analysis and evaluation. In addition to detailed step-by-step introductions and illustrative case studies focusing on variation and change in English, each chapter addresses the strengths and weaknesses of the methodology and concludes with suggestions for further reading. This systematic, state-of-the-art survey is ideal for both novice researchers and professionals interested in extending their methodological repertoires. The book also has a companion website which provides readers with further information, links, resources, demonstrations, exercises and case studies related to eac

The anthropology of ethics has become an important and fast-growing field in recent years. This book argues that it represents not just a new subfield within anthropology but a conceptual renewal of the discipline as a whole, enabling it to take account of a major dimension of human conduct which social theory has so far failed adequately to address. An ideal introduction for students and researchers in anthropology and related human sciences. • Shows how ethical concepts such as virtue, character, freedom and responsibility may be incorporated into anthropological analysis • Surveys the history of anthropology's engagement with morality • Examines the relevance for anthropology of two major philosophical approaches to moral life.

Human capital - the performance and the potential of people in an organisation - has become an increasingly urgent issue for business leaders. Dramatic demographic shifts, the globalisation of organisations, increasing business complexity, and generational differences are causing many organisations to place a more deliberate focus on human capital as a key element in strategic planning and execution. This book helps business leaders determine how to address human capital as part of their business strategy, to drive value and realise the potential of the organisation. Topics are presented clearly, allowing readers to quickly grasp and apply key concepts and ideas. The authors share both their academic research and practical experience from around the world, providing first-hand case studies and examples to help bring theoretical topics to life. With a strong practitioner focus, this book will provide business leaders and HR professionals with new insights into how to improve business pe

Classical computable model theory is most naturally concerned with countable domains. There are, however, several methods – some old, some new – that have extended its basic concepts to uncountable structures. Unlike in the classical case, however, no single dominant approach has emerged, and different methods reveal different aspects of the computable content of uncountable mathematics. This book contains introductions to eight major approaches to computable uncountable mathematics: descriptive set theory; infinite time Turing machines; Blum-Shub-Smale computability; Sigma-definability; computability theory on admissible ordinals; E-recursion theory; local computability; and uncountable reverse mathematics. This book provides an authoritative and multifaceted introduction to this exciting new area of research that is still in its early stages. It is ideal as both an introductory text for graduate and advanced undergraduate students and a source of interesting new approaches for resear

Providing the knowledge and practical experience to begin analysing scientific data, this book is ideal for physical sciences students wishing to improve their data handling skills. The book focuses on explaining and developing the practice and understanding of basic statistical analysis, concentrating on a few core ideas, such as the visual display of information, modelling using the likelihood function, and simulating random data. Key concepts are developed through a combination of graphical explanations, worked examples, example computer code and case studies using real data. Students will develop an understanding of the ideas behind statistical methods and gain experience in applying them in practice. Further resources are available at www.cambridge.org/9781107607590, including data files for the case studies so students can practise analysing data, and exercises to test students' understanding.

Providing the knowledge and practical experience to begin analysing scientific data, this book is ideal for physical sciences students wishing to improve their data handling skills. The book focuses on explaining and developing the practice and understanding of basic statistical analysis, concentrating on a few core ideas, such as the visual display of information, modelling using the likelihood function, and simulating random data. Key concepts are developed through a combination of graphical explanations, worked examples, example computer code and case studies using real data. Students will develop an understanding of the ideas behind statistical methods and gain experience in applying them in practice. Further resources are available at www.cambridge.org/9781107607590, including data files for the case studies so students can practise analysing data, and exercises to test students' understanding.

Written solely for the undergraduate audience, Industrial Organization: Theory and Practice,which features early coverage of Antitrust, punctuates its modern introduction to industrial organization with relevant empirical data and case studies to show students how to apply theoretical tools.DescriptionWritten solely for the undergraduate audience, Industrial Organization: Theory and Practice–which features early coverage of Antitrust–punctuates its modern introduction to industrial organization with relevant empirical data and case studies to show students how to apply theoretical tools.FeaturesIndustrial Organization, Fourth Edition by Don E. Waldman and Elizabeth J. Jensen, is written with the needs of the undergraduate student in mind. The authors focus on providing a comprehensive, theoretically up to-date text rich in empirical examples of interest to students. Theoretical coverage is modern and less rooted in the Structure Conduct Performance approach.The authors provi

This volume presents eighteen case studies of natural disasters from Australia, Europe, North America and developing countries. By comparing the impacts, it seeks to identify what moves people to adapt, which adaptive activities succeed and which fail, and the underlying reasons, and the factors that determine when adaptation is required and when simply bearing the impact may be the more appropriate response. Much has been written about the theory of adaptation and high-level, especially international, policy responses to climate change. This book aims to inform actual adaptation practice - what works, what does not, and why. It explores some of the lessons we can learn from past disasters and the adaptation that takes place after the event in preparation for the next. This volume will be especially useful for researchers and decision makers in policy and government concerned with climate change adaptation, emergency management, disaster risk reduction, environmental policy and plannin

When are policy makers willing to make costly adjustments to their macroeconomic policies to mitigate balance-of-payments problems? Which types of adjustment strategies do they choose? Under what circumstances do they delay reform, and when are such delays likely to result in financial crises? To answer these questions, this book examines how macroeconomic policy adjustments affect individual voters in financially open economies and argues that the anticipation of these distributional effects influences policy makers' decisions about the timing and the type of reform. Empirically, the book combines analyses of cross-national survey data of voters' and firms' policy evaluations with comparative case studies of national policy responses to the Asian financial crisis of 1997/8 and the recent global financial crisis in Eastern Europe. The book shows that variation in policy makers' willingness to implement reform can be traced back to differences in the vulnerability profiles of their coun

With contributions from international experts and revealing case studies throughout, this volume explores core issues in DUIs such as their security, how they improve collaboration, when it is best to

The relationship between nationalism and the rule of law has been largely neglected by scholars although separately they have often captured public discourse and have emerged as critical concepts. This book provides the first systematic account of this relationship. It develops an analytical framework for understanding the interactions of nationalism and the rule of law by focusing on the domains of citizenship, transitional justice and international justice. The book engages these insights further in a detailed empirical analysis of three case studies from the former Yugoslavia. The author argues that while the tensions and contradictions between nationalism and the rule of law have become more apparent in the post-Cold War era, they can also be harnessed for productive purposes. In exploring the role of law in managing and transforming nationalism, the book emphasises the deliberative character of legal processes and offers an original perspective on the power of international law to

An authoritative study of extinction in birds, with case studies of 20 critically endangered species and the research initiatives designed to save them.

Once the exclusive preserve of member states, international organizations have become increasingly open in recent decades. Now virtually all international organizations at some level involve NGOs, business actors and scientific experts in policy-making. This book offers the first systematic and comprehensive analysis of this development. Combining statistical analysis and in-depth case studies, it maps and explains the openness of international organizations across issue areas, policy functions and world regions from 1950 to 2010. Addressing the question of where, how and why international organizations offer transnational actors access to global policy-making, this book has implications for critical issues in world politics. When do states share authority with private actors? What drives the design of international organizations? How do activists and businesses influence global politics? Is civil society involvement a solution to democratic deficits in global governance?

Written by three of the leading experts in the field, this reference and handbook is the first one devoted to applying latent structures-based methods to batch processes. With exercises, case studies