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This Element introduces the basics of Bayesian regression modeling using modern computational tools. This Element only assumes that the reader has taken a basic statistics course and has seen Bayesian inference at the introductory level of Gill and Bao (2024). Some matrix algebra knowledge is assumed but the authors walk carefully through the necessary structures at the start of this Element. At the end of the process readers will fully understand how Bayesian regression models are developed and estimated, including linear and nonlinear versions. The sections cover theoretical principles and real-world applications in order to provide motivation and intuition. Because Bayesian methods are intricately tied to software, code in R and Python is provided throughout.
Delivering safe, high-quality care needs a competent and capable workforce, particularly as clinical practices change with scientific and technical advances. Structured learning opportunities are a central approach to building and maintaining competencies, but ineffective training wastes the scarce resources and staff time. This Element provides a review of education and training design, implementation, and evaluation methods used in healthcare improvement. Drawing from the general learning sciences and healthcare education and training literatures, the authors describe five pillars of effective training. For each pillar, they provide actionable guidance based on the best available evidence. Three examples of quality and safety programmes are given to illustrate the positive impact of well-designed training, and the challenges of good training design in healthcare improvement. This title is also available as open access on Cambridge Core.
In Germany at the close of the eighteenth century, Johann Gottfried Herder offered an important alternative to the philosophy of his teacher, Immanuel Kant. He held radical views on language, world history, the equality of all peoples, the role of climate in human life, and other topics that remain important to this day. He explored how these ideas might lead to radical intellectual practices and politics, providing an alternative to Eurocentric and racist ways of thinking. Writing in the wake of the French Revolution, Herder attempted to develop a political philosophy that would do justice to all humanity. His Letters for the Advancement of Humanity provides his mature statement on this project, available to English readers now for the first time in its entirety. An introduction situates the work within Herder's thought, and comprehensive notes provide access to its wider context.
Australian Uniform Evidence Law is an essential textbook for students and emerging practitioners. Providing a practical and clear introduction to this complex subject, the text covers the Evidence Act 1995 (Cth) and its operation across uniform Evidence Act jurisdictions. The textbook highlights the legislative extracts for each uniform evidence jurisdiction and discusses cases that inform the application of these provisions. The third edition includes updated cases and changes to the law, guiding students through the application of the Act and providing opportunities to apply new knowledge of evidence law in its ever-changing context. Chapters are written in an accessible style, featuring a summary of key points, a list of key terms and definitions, and further readings. Practice questions with guided solutions ensure students effectively apply their learnt knowledge to real-world examples. The final chapter, 'Putting it all together', comprises complex practice problems that test students' understanding of the concepts and rules covered.
A range of sciences was taught in the Platonist schools of late antiquity (third to sixth centuries) with the purpose of leading the human soul up to a divine life. This curriculum constituted so to speak a ladder of the sciences. The ways in which these sciences were newly interpreted in this context have not, however, been fully appreciated. This volume brings together selected essays, some translated into English for the first time, which show how a new vision of these disciplines and sciences was reached as part of a Platonist philosophical education. They cover a wide range of topics, from rhetoric, ethics and politics to mathematics, music and metaphysics, and discuss the work of various philosophers. Dominic O'Meara is considered one of the foremost scholars of Platonism and this book provides readers with an indispensable tool for accessing his most important scholarship in this area.
This Element explores the textile crafts and cloth cultures of the Aegean Bronze Age, focusing on two categories of archaeological evidence: excavated textiles (or their imprints) and tools used for yarn production and weaving. Together, these types of material testimonies offer complementary perspectives on a textile history that spans 2,000 years. A gro wing body of evidence suggests that the Aegean was home to communities of skilled textile craftspeople who produced cloth ranging from plain and coarse to fine and elaborate. As regional connectivity increased throughout the Bronze Age, interactions in textile craft flourished. In time, textile production became central to the political economies that emerged in the Aegean region. The expertise of Bronze Age Aegean spinners and weavers is vividly illustrated through the material record of their tools, while even the smallest excavated cloth fragments stand as fragile, yet enduring testaments to textile craftsmanship.
Tarifit is an Amazigh language spoken in northern Morocco. This Element provides an overview of some aspects of the phonetics of this under-studied language, focusing on patterns of variation and ongoing sound changes. An acoustic analysis of productions by native speakers is provided, comparing clear and fast speaking styles, focusing on the phonetic realization of vowels in Tarifit: three full vowels /a, i, and u/, and variation in the realization of schwa. The analysis reveals phonetically vowelless words in Tarifit: vowelless productions are a rare, but are allowable variants of some words (especially those containing multiple voiceless obstruents). Another ongoing sound change is explored: post-vocalic /r/ deletion. We find higher rates of r-dropping by female speakers. A perception study investigating native speakers' discrimination of words is presented. This Element discusses what the findings have for models of phonetic variation, individual differences in language production, and sound change theory.
For a long time, scholarship on the end of the Aegean Bronze Age has been preoccupied with political, ethnic/racial, economic, environmental, and other change; however, it has rarely centered the discussion on social change. Drawing from anthropological and sociological critiques of social change, the Element compares the Greek archaeological record before and after the collapse of 1200 BCE, focusing on developments in the 12th to early 10th centuries, which are examined against the background of the Mycenaean palatial system of the 14th and 13th centuries. The seven sections of the Element cover the reasons for the collapse of the Mycenaean palaces; socio-political, demographic, and socio-economic change after the collapse; and the manifestation of this change in settlements, burials, and sanctuaries. The Appendix offers a discussion of the relative and absolute chronologies of the period, with emphasis on recent important but debatable suggestions for revisions.
Five Economies of World Literature is a comprehensive revision of nineteenth-century conceptualizations of 'world literature' in view of their intersections with economic thought. The book demonstrates that with a routinized identification of world literature as the cultural manifestation of modern capitalism, recent discussions have lost sight of an important historical and conceptual dynamic. Based on reinterpretations of the work of Goethe, Thomas Carlyle, Fichte, Hugó von Meltzl, and Marx, the chapters center on five economic notions (free trade, the gift, central planning, protectionism, and common ownership) that have shaped the theory and praxis of transnational exchange. At a time of profound reconfigurations in global political, cultural, and economic landscapes, this analysis deepens our historical understanding of cross-cultural encounters and also offers a better grasp of many of our current concerns about the globalization of cultural production and consumption.
This Element presents a computational theory of syntactic variation that brings together (i) models of individual differences across distinct speakers, (ii) models of dialectal differences across distinct populations, and (iii) models of register differences across distinct contexts. This computational theory is based in Construction Grammar (CxG) because its usage-based representations can capture differences in productivity across multiple levels of abstraction. Drawing on corpora representing over 300 local dialects across fourteen countries, this Element undertakes three data-driven case-studies to show how variation unfolds across the entire grammar. These case-studies are reproducible given supplementary material that accompanies the Element. Rather than focus on discrete variables in isolation, we view the grammar as a complex system. The essential advantage of this computational approach is scale: we can observe an entire grammar across many thousands of speakers representing dozens of local populations.
Weimar Germany is often remembered as the ultimate political disaster, a democracy whose catastrophic end directly led to Adolf Hitler's rise. Invisible Fatherland challenges this narrative by recovering the nuanced and sophisticated efforts of Weimar contemporaries to make democracy work in Germany-efforts often obscured by the Republic's eventual collapse. In doing so, Manuela Achilles reveals a unique form of constitutional patriotism that was rooted in openness, compromise, and the capacity to manage conflict. Authoritative yet accessible, Invisible Fatherland contrasts Weimar's pluralistic democratic practices with the rigid tendencies in contemporary thought, including Rudolf Smend's theory of symbolic integration and Karl Löwenstein's concept of militant democracy. Both theories, though influential, restrict the positive potential of open, conflict-driven democratic processes. This study challenges us to appreciate the fundamental fluidity and pluralism of liberal democracy and to reflect on its resilience in the face of illiberal and authoritarian threats-an urgent task in our time.
Applications of cryptography are plenty in everyday life. This guidebook is about the security analysis or 'cryptanalysis' of the basic building blocks on which these applications rely. Rather than covering a variety of techniques at an introductory level, this book provides a comprehensive and in-depth treatment of linear cryptanalysis. The subject is introduced from a mathematical point of view, providing an overview of the most influential papers on linear cryptanalysis and placing them in a consistent framework based on linear algebra. A large number of examples and exercises are included, drawing upon practice as well as theory. The book is accessible to students with no prior knowledge of cryptography. It covers linear cryptanalysis starting from the basics, including linear approximations and trails, correlation matrices, automatic search, key-recovery techniques, up to advanced topics, such as multiple and multidimensional linear cryptanalysis, zero-correlation approximations, and the geometric approach.
Constructions are long-term pairings in memory of form and meaning. How are they created and learned, how do they change, and how do they combine into new utterances (constructs, communicative performances) in working memory? Drawing on evidence from word-formation (blending, Noun-Noun-compounds) over idioms and argument structure constructions to multimodal communication, we argue that computational metaphors such as 'unification' or 'constraint-satisfaction' do not constitute a cognitively adequate explanation. Instead, we put forward the idea that construction combination is performed by Conceptual Blending – a domain-general process of higher cognition that has been used to explain complex human behavior such as, inter alia, scientific discovery, reasoning, art, music, dance, math, social cognition, and religion. This title is also available as Open Access on Cambridge Core.
David Hume's A Treatise of Human Nature, published anonymously in 1739–40, was his first major work of philosophy, and his only systematic, scientific analysis of human nature. It is now regarded as a classic text in the history of Western thought and a key text in philosophical empiricism, scepticism, and naturalism. This Critical Guide offers fourteen new essays on the work by established and emerging Hume scholars, ranging over Hume's epistemology and philosophy of mind, the passions and ethics, and the early reception of the Treatise. Topics include the significance of Hume's treatment of the passion of curiosity, the critical responses to Hume's account of how we acquire belief in external objects, and Hume's depiction of the human tendency to view the world in inegalitarian ways and its impact on our view of virtue. The volume will be valuable for scholars and students of Hume studies and in eighteenth-century philosophy more generally.
The term non-canonical syntax generally refers to deviations from 'typical' word order. These represent a fascinating phenomenon in natural language use. With contributions from a team of renowned scholars, this book presents a range of case-studies on non-canonical syntax across historical, register-based, and non-native varieties of English. Each chapter investigates a different non-canonical construction and assesses to what extent it can be called 'non-canonical' in a theory-based and frequency-based understanding of non-canonical syntax. A range of state-of-the-art methodologies are used, highlighting that an empirical approach to non-canonical syntactic constructions is particularly fruitful. An introduction, a synopsis, a terminological chapter, and three section introductions frame the case studies and present overviews of the theory behind non-canonical syntax and previous work, while also illustrating open questions and opportunities for future research. The volume is essential reading for advanced students of English grammar and researchers working on non-canonical syntax and syntactic variation. This title is also available as Open Access on Cambridge Core.
In business terms, a 'unicorn' is a privately-owned startup company valued at over $1 billion. While unicorns have predominantly been a feature of well-developed economies, such as the USA and Europe, recent years have seen their increase in emerging economies – to the extent that these markets now host one-third of the world's unicorns. The emergence of unicorns from the Global South represents a transformative shift in the global business and innovation landscape. Despite limited systematic knowledge on this novel phenomenon, high-growth, innovation-driven companies from emerging economies are rapidly positioning themselves at the forefront of technology and business model innovation. These firms challenge the traditional dominance of established markets, asserting their influence on a global scale. This book offers an in-depth analysis of this fast-evolving process, covering a wide geographical range of unicorns. These dynamic new players have the impact and potential to reshape the future of business worldwide.
Sufficientarianism is the view that justice is fulfilled when everyone has enough. But how should we interpret this view as an ideal of distributive justice? This book develops and defends the umbel view as a new theory of sufficientarian justice. The umbel view suggests that justice is fulfilled if, and only if, no one is below the threshold level in any relevant sphere of value, and that below this level, we should give absolute priority to meeting people's basic needs. The book unpacks this new theory of sufficientarian justice as a framework with eight spheres of justice-relevant capabilities. It discusses the theory's implications for discrimination, political feasibility, and public policy, and ends by demonstrating how the umbel view shows great potential for policy guidance on issues such as universal basic income, health inequality, and extreme wealth.
Global capitalism is being reshaped by two major trends. States have become increasingly interventionist, reshaping their economies in response to crises and geopolitical tensions. Secondly, digital platform giants have emerged from the US and China that concentrate political economic power in private hands. This Element argues that these trends are increasingly symbiotic. Digital platforms are being folded into the spiralling rivalry between the US and China. As states tap into their extraterritorial governance capacities by exerting control over platforms, platform firms leverage state support to pursue and expand their internationalization strategies. Therefore, the US-China rivalry is increasingly being fought at the level of the technology stack, a dynamic the authors call state platform capitalism. The Element examines four fields in which this novel regime of competition is at play: digital currencies, technical standards, cyber security, and smart cities. This title is also available as Open Access on Cambridge Core.
By the end of the 'Great War', the Australian and New Zealand Army Corps (ANZAC) had a reputation for being one of the most effective formations on the Western Front. After Anzac provides a critical and comparative analysis of how Australian infantry developed to embody this reputation, primarily as an element of the greater Imperial Force. The book opens with a comparison of the Australian Imperial Force (AIF) to the Canadian Expeditionary Force (CEF); both were Dominion formations who trained and developed under the British Expeditionary Force (BEF). Various AIF training and development instructed by the BEF are then explored, including infantry recruit and tactical training, weapons systems and specialist training, culminating in a critical analysis of how this resulted in the effectiveness and professionalism of Australian troops who served on the Western Front. The impact of the Anzac legend and the mythology of the Western Front are considered.
This Element explores emerging forms of religiosity among Japanese young adults. It argues that existing frameworks are insufficient to capture the nuances of youth religiosity in the Era of Virtuality. It introduces the concepts of “2.5-dimensional religion” and “subjective ritualization” to explain how young people engage with digital, fictional, and embodied practices that blur the boundaries between reality and imagination. Drawing from examples such as oshi-katsu (fandom-based devotional practices), 2.5-D musicals, tulpa creation, and anime pilgrimage, it identifies a shift from narrative-based subjective myths to embodied and participatory subjective rituals. It demonstrates the ways that contemporary Japanese youth express their religiosity through affective ties, performative engagements, and layered identities in both physical and digital environments. The Element contributes a new theoretical lens for understanding religion across cultures in an age defined by fragmented identities, technological mediation, and the search for connection through affectively charged, often playful, quasi-religious practices.