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This comprehensive modern look at regression covers a wide range of topics and relevant contemporary applications, going well beyond the topics covered in most introductory books. With concision and clarity, the authors present linear regression, nonparametric regression, classification, logistic and Poisson regression, high-dimensional regression, quantile regression, conformal prediction and causal inference. There are also brief introductions to neural nets, deep learning, random effects, survival analysis, graphical models and time series. Suitable for advanced undergraduate and beginning graduate students, the book will also serve as a useful reference for researchers and practitioners in data science, machine learning, and artificial intelligence who want to understand modern methods for data analysis.
This new scholarly edition presents Henry James's breakthrough work, 'Daisy Miller', in the context of his remarkable output as a short-story writer in the five years from 1874 to 1879. The collection includes several little-known and rarely republished tales, which show the surprising breadth of James's writing practice during this period. Spanning a variety of American and European settings and encompassing a range of narrative modes from Hawthornesque romance to photographic realism, these tales offer fascinating insights into the thematic and stylistic development of James's mature work. The volume includes a substantial Introduction which discusses the stories' composition, publication and contemporary reception, as well as their 'afterlives' on stage and screen. Detailed annotations offer unparalleled insights into the historical and cultural contexts of the works, while a complete textual apparatus displays variants between different published and manuscript versions of the texts.
In this book, Nancy Cartwright, Eileen Munro and John Pemberton introduce a new method for assessing whether plans for how to affect change produced their intended outcome, or whether they are likely to do so in the future. The method offers the prospect of a step-change improvement in the accuracy of policy assessments, based on a new pluralistic theory of causation. This theory, which goes beyond existing ones, synthesises seven tried and tested familiar component accounts so as to license identification and systematisation of a wide range of evidence types. The authors outline well-grounded improvements to methods for policy development and assessment by the systematic use of real-world examples, including notably that of child welfare. Their book will be valuable for the burgeoning audience concerned with the critical issue of how to develop and implement policies that work across domains from welfare to education and economics to medicine.
Binio S. Binev's book offers an innovative interpretation of the relationship between economic liberalism and political illiberalism in contemporary Eastern Europe and Latin America. Focusing primarily on the former region, he emphasizes linkages between the legacies of early market reform and the adaptive strategies of subsequent populists. By integrating elements of path dependency and human agency, this book advances a distinctive explanation of illiberals' electoral viability and behavior in power. It uses both quantitative analysis of region-wide patterns and in-depth case studies informed by interviews from fieldwork in both regions to offer a comprehensive and nuanced perspective on the long-term effects of building capitalism, the political Left, and the persistent appeal of populist forces after the end of communism. It also identifies intriguing cross-regional parallels connecting early market reforms, societal reactions to neoliberalism, and illiberals' prospects of dominating politics and contesting democracy.
This book is about conscience and moral clarity. It asks how some people keep their judgment steadfast even when many around them are swept away by conspiracy theories, moral panics, and murderous ideologies-or, on a smaller scale, by immersion in a corrupt and corrupting workplace culture. It asks about the surprising fragility of common sense, including moral common sense, and it asks where morality fits into a meaningful human life. Beyond this, the book asks about legal accountability for crimes committed when moral judgment fails on a vast and deadly scale. Hannah Arendt addressed all these questions in a profound and original way. Drawing on her published works, letters, diaries, and notes, David Luban offers clear accounts of Arendt's contributions to moral philosophy and international law, showing how her ideas about judgment and accountability remain crucially important to the moral and legal life of our century.
Established in the wake of the First World War, the League of Nations fundamentally transformed international politics, global governance and multilateral cooperation in a multitude of fields from the economy, labour and social affairs to colonial, minority and security questions. This Handbook analyses the central role of law in the construction of a new international order under the League of Nations. Drawing from innovative research of recent years that analyses the League of Nations through the prism of ultimate success and failure, it offers twenty-one rich chapters that showcase an interdisciplinary, contextual and archive-based approach with brand new and unexplored case studies that address key topics of the legal history of the League, the International Labour Organization and the Permanent Court of International Justice. Finally, it offers a new historical synthesis of how to understand the role of international law in international organizations during the interwar period.
Why is God hidden? How might God be pointed out? In this timely study, Chad Engelland provides an original and compelling account of why God the creator is naturally hidden and how God can be intended. Drawing on phenomenology, philosophy of language, and medieval thought, he explores these questions, arguing that if the God in question is the ultimate source of all things, then hiddenness is necessary. Only a creature, rather than the creator, can appear directly in experience. Nonetheless, God the creator can be named as the ultimate source of all through a deferred ostension, which is a way of establishing the reference to a hidden cause through some manifest effect. Moreover, the deferred ostension can be clarified not only through the phenomenology of absent authors, which is a special case of the problem of other minds, but also via the fulfillment of desire in giving thanks for all.
Gain confidence in the differential diagnosis of common clinical neurologic presentations with this selection of case studies uniquely formatted to test your knowledge. Each case is accompanied by a realistic patient history and a full neurological exam, allowing you to apply key information similar to that you would receive when examining a patient in practice. The book then challenges you to identify the most likely diagnosis as well as formulate less likely but possible differential diagnoses based on the evidence provided. After turning the page, you will discover the correct answer along with a description of the typical and atypical presentations of the condition and the diagnostic work-up. 30 cases are available based on commonly seen conditions which are often included on trainee and licensure certification boards. Ideal for medical students, neurology resident and fellow trainees studying or reviewing for boards, licensure exams or simply a clinical review.
From 1800 to 1830, Irish writers and orators gave a new visibility and viability to Irish literature in English. This groundbreaking survey of Irish literature of the period provides an enlightening and accessible account covering both well-known authors like Maria Edgeworth, Lady Morgan, Charles Maturin, and Thomas Moore, and a cacophony of less well-known voices. Figures from barristers to politicians, from ideologues to academics, and from hacks to ascetics together created a rowdy and flamboyant debate about the nature of Irish genius. Frequently rejected by British and Irish observers alike as overly florid and suspiciously sentimental, Irish writing in the Romantic period gives a fascinating window into debates about the role and nature of oratory in an increasingly democratising society. This is a landmark study not only in the field of Irish literature, but also in wider histories of rhetoric and the Romantic period.
In times of deep uncertainty, the 'entrepreneurial university' needs to be able to transform itself, when necessary, to maintain long-term evolutionary fitness. Dynamic Universities explores how strategic, entrepreneurial leadership can help US higher education institutions thrive amid unprecedented challenges. Drawing on the dynamic capabilities framework, David J. Teece and Sohvi Heaton provide a strategic roadmap to help university leaders identify emerging opportunities and threats, take decisive action, and sustain competitiveness by enhancing, safeguarding, and reconfiguring key institutional assets – ultimately driving long-term transformation and success. Through compelling case studies – including Stanford and Berkeley – and interviews with global university leaders, this book offers practical insights into managing complexity, fostering innovation, and building resilient academic ecosystems. It is essential reading for administrators, policymakers, and anyone interested in the future of higher education.
In what measure could education be an agent of African freedom? Combining histories of race, economics, and education, Elisa Prosperetti examines this question in two West African contexts, Ghana and Côte d'Ivoire, from the 1890s to the 1980s. She argues that a Black Atlantic perspective changes how we see decolonization and development in West Africa, by revealing schooling's essential role in aspirations of African emancipation. Rejecting colonial exploitation of the African body, proponents of anticolonial development instead claimed the mind as the site of economic productivity for African people. An Anticolonial Development shows how, in the middle of the twentieth century, Africans proposed an original understanding of development that fused antiracism to economic theory, and human dignity to material productivity.
What is the physics behind getting a spacecraft to the nearest stars? What science can it do when it gets there? How can it send back data over enormous distances? Drawing on established physics, Coryn Bailer-Jones explores the various challenges of getting an uncrewed spacecraft to a nearby star within a human lifetime. In addition to propulsion methods such as nuclear rockets and laser sails, this book examines critical issues such as navigation, communication, and the interstellar medium. Starting from fundamental concepts, readers will learn how a broad spectrum of physics – ranging from relativity to optics, and thermodynamics to astronomy – can be applied to address this demanding problem. Assuming some familiarity with basic physics, this volume is a comprehensive and self-contained introduction to interstellar travel, and an indispensable guide for studying the literature on deep space exploration. This title is also available as open access on Cambridge Core.
Upcycling is an emerging green business model that involves transforming broken, old, useless or worn-out products into new items. Despite its importance to the circular economy, upcycling involves certain risks relating to intellectual property (IP) law. This research handbook analyses the meaning and promise of upcycling in a circular economy, as well as the fundamental conceptual elements of this phenomenon. It provides a systematic collection of chapters on the potential relevance of upcycling in all major areas of IP law. It also takes a geographical approach, including six chapters that primarily cover the policy considerations of upcycling on all inhabited continents. Furthermore, it addresses fields of science with either indirect or loose connections to IP and upcycling, such as economic, psychological, and social justice issues. The book supports upcycling at doctrinal, practical, and policy levels, and suggests measures to align the IP system with the objectives of the circular economy.
By combining research with Indigenous knowledge, this unique book shows how our 'sense of place' shapes identity, belonging, health, and community. It explores how reconnecting people with place can help humanity face today's greatest challenges: from climate change and urban alienation to cultural dislocation and decolonisation. Across 16 chapters, experts in psychology, Indigenous studies, law, and urban planning present rich global case studies – from Indigenous Australian concepts of Country and rebuilding Ōtautahi Christchurch, to Iranian migrant experiences in Melbourne and young people's influence on neighbourhood development in Nashville. These stories highlight how Indigenous governance, urban design, public health, and community psychology can work together to foster more inclusive and sustainable futures. Written in accessible language, this edited volume is for readers who care about community, environment, and justice. It will resonate with students, researchers, policymakers, and anyone seeking hope and practical pathways for rebuilding human–place relationships in the Anthropocene.
'Quantum Engineering' covers the theory, design, fabrication and applications of quantum coherent solid-state structures. This updated and expanded second edition provides a self-contained presentation of the theoretical methods and experimental results in both first and second waves of quantum technology innovation. Topics span the quantum theory of electric circuits, theoretical methods of quantum optics in application to solid-state circuits, the quantum theory of noise, decoherence and measurements, Landauer formalism for quantum transport, the physics of weak superconductivity and the physics of two-dimensional electron gas in semiconductor heterostructures. The author introduces microscopic ion- and defect-based qubits, currently among the most successful platforms for quantum computation and quantum sensing. Reflecting the significant progress of quantum hardware, state-of-the-art implementations such as quantum metamaterials and quantum reservoir computing are also added to the discussion. Written for graduate students in physics, this book also serves electronic engineers working in quantum engineering.
For the Greeks and Romans, the world was full of gods, but this fundamental aspect of their experience poses major challenges to modern understanding. The concept of belief has been central to meeting those challenges but has itself been hotly debated, and has at times even been rejected as a supposedly Christianising anachronism. Others, meanwhile, have argued that a culture-neutral model of belief is both possible and essential, while the advent of the cognitive science of religion has offered new possibilities for understanding ancient religious worlds. The essays in this volume trace the historical development of the modern concept of belief, examine ancient debates about the nature of human knowledge of the divine, and draw on perspectives from anthropology, cognitive science and early modern history as well as classical studies to explore the nature and role of belief in Greek and Roman religion in ancient literature, society, experience and practice.
The Gulf region is a distinct sub-system of the wider Middle East, including the resource-rich states of Saudi Arabia, Bahrain, UAE, Qatar, Oman, Kuwait and Iran, and commands enduring relevance within the international system. This is the first textbook to provide a focused, comprehensive introduction to Gulf politics, specifically tailored for undergraduate students and newcomers to the subject. It explores the region's political landscape, covering key topics such as state formation, oil and rentierism, regime types, religion and politics, foreign policy and migration. Blending historical context with contemporary analysis, chapters by leading scholars examine the role of oil wealth, tribal structures, regional integration and merchant elites in state-building, as well as the region's strategic importance in global politics. An ideal core text for university courses on the Gulf and GCC, An Introduction to Gulf Politics is essential for understanding the complexities of power, governance and influence in one of the world's most dynamic regions.
In Teaching America, Paul Carrese offers an intellectual justification for reviving a reflective and discursive approach to civic education. He explores why civic education is crucial for sustaining our democratic republic and explains how a sober, yet hopeful, civics is vital to both civic learning and perpetuating the American experiment. Blending gratitude for America with civil argument about what America means, Carrese implores educators to explore civics informed by rational patriotism. In this Tocquevillean approach, civil disagreement is a feature, not a failing, of our constitutional democracy. He argues that schools, colleges, and culture must develop citizens with the knowledge and virtues to operate our civic order, seeing self-government as crucial for pursuit of happiness. Using a portrait of jazz as an American e pluribus unum this compelling case provides a hopeful renewal of civics and civic friendship needed across formal learning and civic culture.
Bad lawyering has come under increasing focus though NDAs, SLAPPs, the banking crisis, and latterly the UK's Post Office Scandal, an extraordinary legal scandal spanning more than 20 years that ruined thousands of lives. This book examines the commercial, cultural, legal, and psychological drivers of ethical failure weaving them together with case studies in a compelling account of what is wrong with lawyers' ethics. Rather than concentrating on a few bad apples, it shows how deep-seated traditions, psychological frailties, the complacency and aggression of well-paid lawyers, and the pragmatism, cynicism, and hubris of organisations combines to pollute decision-making and weaken the rule of law. Be it through awful orthodoxies or legality illusions, it shows how a lawyer's naturally uncomfortable relationship with truth and justice can become improper or even criminal. This title is also available as open access on Cambridge Core.
Starting from ancient astronomy, this text follows the development of celestial mechanics culminating in applications of the most recent results concerning stability of planetary orbits: Kolmogorov's and Nekhoroshev's theorems. Key topics covered include: a historical introduction from ancient astronomy to Kepler and Newton; Lagrange's perturbation theory; the problem of three bodies, with a discussion of Levi-Civita regularization and of Sundman's theorem; methods of algebraic calculation of perturbation series, including a discussion of non-convergence due to the accumulation of small divisors; and a complete application of Kolmogorov's and Nekhoroshev's theorems. Written in an accessible, self-contained way with few prerequisites, this book can serve as an introductory text for senior undergraduate and graduate students, and for young researchers. Its approach allows students to learn about perturbation methods leading to advanced results.