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Vortex, Molecular Spin and Nanovorticity
by Percival MccormackThe subject of this book is the physics of vortices. A detailed analysis of the dynamics of vortices will be presented. The important topics of vorticity and molecular spin will be dealt with, including the electromagnetic analogy and quantization in superfluids. The effect of molecular spin on the dynamics of molecular nano-confined fluids using the extended Navier-Stokes equations will also be covered -especially important to the theory and applicability of nanofluidics and associated devices. The nanoscale boundary layer and nanoscale vortex core are regions of intense vorticity (molecular spin). It will be shown, based on molecular kinetic theory and thermodynamics, that the macroscopic (solid body) rotation must be accompanied by internal rotation of the molecules. Electric polarization of the internal molecular rotations about the local rotation axis -the Barnett effect - occurs. In such a spin aligned system, major changes in the physical properties of the fluid result.
Vortex Ring Models (Mathematical Engineering)
by Ionut Danaila Felix Kaplanski Sergei S. SazhinThis book offers a guide to understanding models of vortex rings, starting from classical ones (circular vortex filament, Hill and Norbury-Fraenkel inviscid models) to very recent models incorporating viscous effects and realistic shapes of the vortex core. Unconfined and confined viscous vortex rings are described by closed formulae for vorticity, stream function, translational velocity, energy, impulse and circulation. Models are applied to predict the formation number of optimal vortex rings and to describe two-phase vortex ring-like structures generated in internal combustion engines. The book provides a detailed presentation of analytical developments of models, backed up by illustrations and systematic comparisons with results of direct numerical simulations. The book is useful for graduate students in applied mathematics, engineering and physical sciences. It is a useful reference for researchers and practising engineers interested in modelling flows with vortex rings.
Vortical Flows
by Jie-Zhi Wu Hui-Yang Ma Ming-De ZhouThis book is a comprehensive and intensive book for graduate students in fluid dynamics as well as scientists, engineers and applied mathematicians. Offering a systematic introduction to the physical theory of vortical flows at graduate level, it considers the theory of vortical flows as a branch of fluid dynamics focusing on shearing process in fluid motion, measured by vorticity. It studies vortical flows according to their natural evolution stages,from being generated to dissipated. As preparation, the first three chapters of the book provide background knowledge for entering vortical flows. The rest of the book deals with vortices and vortical flows, following their natural evolution stages. Of various vortices the primary form is layer-like vortices or shear layers, and secondary but stronger form is axial vortices mainly formed by the rolling up of shear layers. Problems are given at the end of each chapter and Appendix, some for helping understanding the basic theories, and some involving specific applications; but the emphasis of both is always on physical thinking.
Vortices and Nanostructured Superconductors
by Adrian CrisanThis book provides expert coverage of modern and novel aspects of the study of vortex matter, dynamics, and pinning in nanostructured and multi-component superconductors. Vortex matter in superconducting materials is a field of enormous beauty and intellectual challenge, which began with the theoretical prediction of vortices by A. Abrikosov (Nobel Laureate). Vortices, vortex dynamics, and pinning are key features in many of today's human endeavors: from the huge superconducting accelerating magnets and detectors at the Large Hadron Collider at CERN, which opened new windows of knowledge on the universe, to the tiny superconducting transceivers using Rapid Single Flux Quanta, which have opened a revolutionary means of communication. In recent years, two new features have added to the intrinsic beauty and complexity of the subject: nanostructured/nanoengineered superconductors, and the discovery of a range of new materials showing multi-component (multi-gap) superconductivity. In this book, leading researchers survey the most exciting and important recent developments in the field. Topics covered include: the use of scanning Hall probe microscopy to visualize interactions of a single vortex with pinning centers; Magneto-Optical Imaging for investigating what vortex avalanches are, why they appear, and how they can be controlled; and the vortex interactions responsible for the second magnetization peak. Other chapters discuss nanoengineered pinning centers of vortices for improved current-carrying capabilities, current anisotropy in cryomagnetic devices in relation to the pinning landscape, and the new physics associated with the discovery of new superconducting materials with multi-component superconductivity. The book offers something for almost everybody interested in the field: from experimental techniques to visualize vortices and study their dynamics, to a state-of-the-art theoretical microscopic approach to multicomponent superconductivity.
Vowel Inherent Spectral Change
by Geoffrey Stewart Morrison Peter F. AssmannIt has been traditional in phonetic research to characterize monophthongs using a set of static formant frequencies, i.e., formant frequencies taken from a single time-point in the vowel or averaged over the time-course of the vowel. However, over the last twenty years a growing body of research has demonstrated that, at least for a number of dialects of North American English, vowels which are traditionally described as monophthongs often have substantial spectral change. Vowel inherent spectral change has been observed in speakers' productions, and has also been found to have a substantial effect on listeners' perception. In terms of acoustics, the traditional categorical distinction between monophthongs and diphthongs can be replaced by a gradient description of dynamic spectral patterns. This book includes chapters addressing various aspects of vowel inherent spectral change (VISC), including theoretical and experimental studies of the perceptually relevant aspects of VISC, the relationship between articulation (vocal-tract trajectories) and VISC, historical changes related VISC, cross-dialect, cross-language, and cross-age-group comparisons of VISC, the effects of VISC on second-language speech learning, and the use of VISC in forensic voice comparison.
The Voyage of Thought: Navigating Knowledge across the Sixteenth-Century World
by Michael WintroubThe Voyage of Thought is a micro-historical and cross-disciplinary analysis of the texts and contexts that informed the remarkable journey of the French ship captain, merchant, and poet, Jean Parmentier, from Dieppe to Sumatra in 1529. In tracing the itinerary of this voyage, Michael Wintroub examines an early attempt by the French to challenge Spanish and Portuguese oceanic hegemony and to carve out an empire in the Indies. He investigates the commercial, cultural, and religious lives of provincial humanists, including their relationship to the classical authorities they revered, the literary culture they cultivated, the techniques of oceanic navigation they pioneered, and the distant peoples with whom they came into contact. Ideal for graduate students and scholars, this journey into the history of science describes the manifold and often contradictory genealogies of the modern in the early modern world.
Voyager's Greatest Hits: 8 Tracks for the Epic Trek to Interstellar Space
by Alexandra Siy2017 marks the 40th anniversary of the Voyager mission as the twin space probes that traveled to Jupiter, Saturn, Uranus, and Neptune, now journey beyond our solar system into interstellar space, where no probe has ventured before.Learn the fascinating story of the scientists, how the Voyager probes work, where the probes have been and what they&’ve seen, and what they carry on board—including the Golden Record, a recording of sounds and images about life on Earth. Critically acclaimed science writer Alexandra Siy chronicles the ongoing saga of the Voyagers in a lively story full of nail-biting moments, inspiring scientists, and incredible NASA images. An engaging and captivating STEM title that deserves a place in most libraries—School Library Journal STARRED REVIEWA lively, informative, and inspiring story of space exploration—Kirkus ReviewsA timely introduction to the Voyager mission—BooklistIt's an engaging and readily accessible account of a remarkable—and ongoing—scientific success story—Publisher's WeeklyChicago Public Library&’s 2017 Best of the Best Books selection
Voyages on the Northern Sea Route
by Tadeusz PastusiakThis book explains vessels’ ability to overcome ice on the Northern Sea Route, as well as the criteria of safe speed and maneuvering of vessels on ice. It provides a successful long-term forecast of ice navigation and reveals the dangers of sailing on the Northern Sea Route, It includes tips on how to plan and schedule voyages in the Russian Arctic. The book develops a set of suggested routes for the period of opening and closing of the transit ice-free zone through the NSR based on the last eleven navigation seasons. It presents a method for determining the date for beginning a voyage of a vessel without ice strengthening through the NSR. It also develops a model of initial (long-term) and operational decision-making support system for vessel voyage planning and scheduling. The main audience for the book are officers at operational and management level of competency, people planning voyages on the Northern Sea Route in the office of ship operator and in chartering department or consulting company, and participants of Ice Navigator IMO Model Courses at basic and advanced level of competency.
VR Technologies in Cultural Heritage: First International Conference, VRTCH 2018, Brasov, Romania, May 29-30, 2018, Revised Selected Papers (Communications In Computer And Information Science #904)
by Mihai Duguleană Marcello Carrozzino Matjaž Gams Iulian TaneaThis open access book constitutes the refereed proceedings of the First International Conference on VR Technologies in Cultural Heritage, VRTCH 2018, held in Brasov, Romania in May 2018. <p><p> The 13 revised full papers along with the 5 short papers presented were carefully reviewed and selected from 21 submissions. The papers of this volume are organized in topical sections on data acquisition and modelling, visualization methods / audio, sensors and actuators, data management, restoration and digitization, cultural tourism.
VRx: How Virtual Therapeutics Will Revolutionize Medicine
by Brennan SpiegelA leading doctor unveils the groundbreaking potential of virtual medicine.Brennan Spiegel has spent years studying the medical power of the mind, and in VRx he reveals a revolutionary new kind of care: virtual medicine. It offers the possibility of treating illnesses without solely relying on intrusive surgeries or addictive opioids.Virtual medicine works by convincing your body that it's somewhere, or something, it isn't. It's affordable, widely available, and has already proved effective against everything from burn injuries to stroke to PTSD. Spiegel shows how a simple VR headset lets a patient with schizophrenia confront the demon in his head, how dementia patients regain function in a life-size virtual town, and how vivid simulations of patients' experiences are making doctors more empathic.VRx is a revelatory account of the connection between our bodies and ourselves. In an age of overmedication and depersonalized care, it offers no less than a new way to heal.
VSC-FACTS-HVDC: Analysis, Modelling and Simulation in Power Grids
by Enrique Acha Pedro Roncero-Sánchez Antonio de la Villa-Jaen Luis M. Castro Behzad KazemtabriziAn authoritative reference on the new generation of VSC-FACTS and VSC-HVDC systems and their applicability within current and future power systems VSC-FACTS-HVDC and PMU: Analysis, Modelling and Simulation in Power Grids provides comprehensive coverage of VSC-FACTS and VSC-HVDC systems within the context of high-voltage Smart Grids modelling and simulation. Readers are presented with an examination of the advanced computer modelling of the VSC-FACTS and VSC-HVDC systems for steady-state, optimal solutions, state estimation and transient stability analyses, including numerous case studies for the reader to gain hands-on experience in the use of models and concepts. Key features: Wide-ranging treatment of the VSC achieved by assessing basic operating principles, topology structures, control algorithms and utility-level applications. Detailed advanced models of VSC-FACTS and VSC-HVDC equipment, suitable for a wide range of power network-wide studies, such as power flows, optimal power flows, state estimation and dynamic simulations. Contains numerous case studies and practical examples, including cases of multi-terminal VSC-HVDC systems. Includes a companion website featuring MATLAB software and Power System Computer Aided Design (PSCAD) scripts which are provided to enable the reader to gain hands-on experience. Detailed coverage of electromagnetic transient studies of VSC-FACTS and VSC-HVDC systems using the de-facto industry standard PSCAD /EMTDC simulation package. An essential guide for utility engineers, academics, and research students as well as industry managers, engineers in equipment design and manufacturing, and consultants.
Vulnerability and Transformation of Indonesian Peatlands (Global Environmental Studies)
by Kosuke Mizuno Osamu Kozan Haris GunawanThis open access book deals with restoring degraded peatlands to help mitigate global warming, to which SDG 15 and SDG 13 are directly related. The book analyzes peatland degradation and restoration of the Indonesian peatland ecosystem through the integrated lens of resilience, vulnerability, adaptation, and transformation. It sheds light on what constitutes "resilience" of the peat swamp forest, digs deeper into local knowledge in developing the studies on institutions, governance, and ecological conditions that support the resilience of the peat swamp forest to elaborate on the idea of transformation in today's degraded peatlands. While peat swamp forests may be resilient, they remain highly vulnerable. The book analyzes restoration efforts through rewetting, revegetation, and rehabilitation of the local livelihoods with the concepts of adaptation and transformation. The integrated analysis covers fieldwork of more than a decade and various aspects such as agrarian and social changes, biological changes (birds, mammals, and termites), carbon emission, water control, timber use, revegetation efforts, and the Indonesia Sustainable Palm Oil (ISPO) program implementation. It also employs the ideas of vulnerability, resilience, adaptability, and transformation based on expanded studies on peatlands and observations of and participation in multiple efforts to prevent fires and restore the degraded peatland by researchers, the government, non-government organizations (NGOs), private companies, and last but not least, the local people. The discussion includes the period of pre-degradation and several efforts at peatland restoration for a better understanding and analysis of the long-term peatland dynamics.
Vulnerability in Technological Cultures: New Directions in Research and Governance (Inside Technology)
by Wiebe E. Bijker Jessica Mesman Anique HommelsAnalysis and case studies explore the concept of vulnerability, offering a novel and broader approach to understanding the risks and benefits of science and technology.Novel technologies and scientific advancements offer not only opportunities but risks. Technological systems are vulnerable to human error and technical malfunctioning that have far-reaching consequences: one flipped switch can cause a cascading power failure across a networked electric grid. Yet, once addressed, vulnerability accompanied by coping mechanisms may yield a more flexible and resilient society. This book investigates vulnerability, in both its negative and positive aspects, in technological cultures. The contributors argue that viewing risk in terms of vulnerability offers a novel approach to understanding the risks and benefits of science and technology. Such an approach broadens conventional risk analysis by connecting to issues of justice, solidarity, and livelihood, and enabling comparisons between the global north and south.The book explores case studies that range from agricultural practices in India to neonatal intensive care medicine in Western hospitals; these cases, spanning the issues addressed in the book, illustrate what vulnerability is and does. The book offers conceptual frameworks for empirical description and analysis of vulnerability that elucidate its ambiguity, context dependence, and constructed nature. Finally, the book addresses the implications of these analyses for the governance of vulnerability, proposing a more reflexive way of dealing with vulnerability in technological cultures.ContributorsMarjolein van Asselt, Martin Boeckhout, Wiebe Bijker, Tessa Fox, Stephen Healy, Anique Hommels, Sheila Jasanoff, Jozef Keulartz, Jessica Mesman, Ger Palmboom, C. Shambu Prasad, Julia Quartz, Johan M. Sanne, Maartje Schermer, Teesta Setelvad, Esha Shah, Andy Stirling, Imrat Verhoeven, Esther Versluis, Shiv Visvanathan, Gerard de Vries, Ger Wackers, Dick Willems
Vulnerability in Technological Cultures
by Wiebe E. Bijker Jessica Mesman Anique HommelsNovel technologies and scientific advancements offer not only opportunities but risks. Technological systems are vulnerable to human error and technical malfunctioning that have far-reaching consequences: one flipped switch can cause a cascading power failure across a networked electric grid. Yet, once addressed, vulnerability accompanied by coping mechanisms may yield a more flexible and resilient society. This book investigates vulnerability, in both its negative and positive aspects, in technological cultures. The contributors argue that viewing risk in terms of vulnerability offers a novel approach to understanding the risks and benefits of science and technology. Such an approach broadens conventional risk analysis by connecting to issues of justice, solidarity, and livelihood, and enabling comparisons between the global north and south. The book explores case studies that range from agricultural practices in India to neonatal intensive care medicine in Western hospitals; these cases, spanning the issues addressed in the book, illustrate what vulnerability is and does. The book offers conceptual frameworks for empirical description and analysis of vulnerability that elucidate its ambiguity, context dependence, and constructed nature. Finally, the book addresses the implications of these analyses for the governance of vulnerability, proposing a more reflexive way of dealing with vulnerability in technological cultures.ContributorsMarjolein van Asselt, Martin Boeckhout, Wiebe Bijker, Tessa Fox, Stephen Healy, Anique Hommels, Sheila Jasanoff,Jozef Keulartz, Jessica Mesman, Ger Palmboom, C. Shambu Prasad, Julia Quartz, Johan M. Sanne, Maartje Schermer, Teesta Setelvad, Esha Shah, Andy Stirling, Imrat Verhoeven, Esther Versluis, Shiv Visvanathan, Gerard de Vries, Ger Wackers, Dick Willems
Vulnerability in Technological Cultures
by Anique Hommels Wiebe E. Bijker Jessica MesmanNovel technologies and scientific advancements offer not only opportunities but risks. Technological systems are vulnerable to human error and technical malfunctioning that have far-reaching consequences: one flipped switch can cause a cascading power failure across a networked electric grid. Yet, once addressed, vulnerability accompanied by coping mechanisms may yield a more flexible and resilient society. This book investigates vulnerability, in both its negative and positive aspects, in technological cultures. The contributors argue that viewing risk in terms of vulnerability offers a novel approach to understanding the risks and benefits of science and technology. Such an approach broadens conventional risk analysis by connecting to issues of justice, solidarity, and livelihood, and enabling comparisons between the global north and south. The book explores case studies that range from agricultural practices in India to neonatal intensive care medicine in Western hospitals; these cases, spanning the issues addressed in the book, illustrate what vulnerability is and does. The book offers conceptual frameworks for empirical description and analysis of vulnerability that elucidate its ambiguity, context dependence, and constructed nature. Finally, the book addresses the implications of these analyses for the governance of vulnerability, proposing a more reflexive way of dealing with vulnerability in technological cultures.ContributorsMarjolein van Asselt, Martin Boeckhout, Wiebe Bijker, Tessa Fox, Stephen Healy, Anique Hommels, Sheila Jasanoff,Jozef Keulartz, Jessica Mesman, Ger Palmboom, C. Shambu Prasad, Julia Quartz, Johan M. Sanne, Maartje Schermer, Teesta Setelvad, Esha Shah, Andy Stirling, Imrat Verhoeven, Esther Versluis, Shiv Visvanathan, Gerard de Vries, Ger Wackers, Dick Willems
Vulnerability of Agriculture, Water and Fisheries to Climate Change
by Mohamed Behnassi Margaret Syomiti Muteng'E Gopichandran Ramachandran Kirit N. ShelatHuman activity is changing the global environment at an unprecedented rate while humanity faces a range of complex and interrelated challenges to local, regional and global development, human security and politics. Food security ranks high on the science, policy and development agendas. However, most research linking global change and food systems examines the impact of climate change on agricultural production, or the impact of agriculture on land use, pollution and biodiversity, overlooking interactions with other aspects of the food system - such as food processing, packaging, transportation and consumption and employment derived from these activities. This book demonstrates that new threats to food security which arise from environmental change require more than simply a focus on agricultural practices - what is needed is an integrated food system approach. The authors point out that the process of adapting food systems to global environmental change is not simply a search for technological solutions to increase agricultural yields. Tradeoffs across multiple scales among food system outcomes are a prevalent feature of globalized food systems. Within food systems, there are key underexplored areas that are both sensitive to environmental change and crucial to understanding its implications for food security and adaptation strategies. The authors assert that technical prescriptions alone will not efficiently manage the food security challenge. This book is their contribution to a new paradigm, which addresses food systems holistically by engaging researchers in multiple disciplines to understand the causes and drivers of vulnerability.
Vulnerable Systems
by Wolfgang Kröger Enrico ZioThe safe management of the complex distributed systems and critical infrastructures which constitute the backbone of modern industry and society entails identifying and quantifying their vulnerabilities to design adequate protection, mitigation, and emergency action against failure. In practice, there is no fail-safe solution to such problems and various frameworks are being proposed to effectively integrate different methods of complex systems analysis in a problem-driven approach to their solution. Vulnerable Systems reflects the current state of knowledge on the procedures which are being put forward for the risk and vulnerability analysis of critical infrastructures. Classical methods of reliability and risk analysis, as well as new paradigms based on network and systems theory, including simulation, are considered in a dynamic and holistic way. Readers of Vulnerable Systems will benefit from its structured presentation of the current knowledge base on this subject. It will enable graduate students, researchers and safety and risk analysts to understand the methods suitable for different phases of analysis and to identify their criticalities in application.
Wafer Level 3-D ICs Process Technology
by L. Rafael Reif Ronald J. Gutmann Chuan Seng TanThis book focuses on foundry-based process technology that enables the fabrication of 3-D ICs. The core of the book discusses the technology platform for pre-packaging wafer lever 3-D ICs. However, this book does not include a detailed discussion of 3-D ICs design and 3-D packaging. This is an edited book based on chapters contributed by various experts in the field of wafer-level 3-D ICs process technology. They are from academia, research labs and industry.
Wafer-Level Chip-Scale Packaging
by Shichun Qu Yong LiuAnalog and Power Wafer Level Chip Scale Packaging presents a state-of-art and in-depth overview in analog and power WLCSP design, material characterization, reliability and modeling. Recent advances in analog and power electronic WLCSP packaging are presented based on the development of analog technology and power device integration. The book covers in detail how advances in semiconductor content, analog and power advanced WLCSP design, assembly, materials and reliability have co-enabled significant advances in fan-in and fan-out with redistributed layer (RDL) of analog and power device capability during recent years. Since the analog and power electronic wafer level packaging is different from regular digital and memory IC package, this book will systematically introduce the typical analog and power electronic wafer level packaging design, assembly process, materials, reliability and failure analysis, and material selection. Along with new analog and power WLCSP development, the role of modeling is a key to assure successful package design. An overview of the analog and power WLCSP modeling and typical thermal, electrical and stress modeling methodologies is also presented in the book.
Wafer Manufacturing: Shaping of Single Crystal Silicon Wafers
by Imin Kao Chunhui ChungPresenting all the major stages in wafer manufacturing, from crystals to prime wafers. This book first outlines the physics, associated metrology, process modelling and quality requirements and the goes on to discuss wafer forming and wafer surface preparation techniques. The whole is rounded off with a chapter on the research and future challenges in wafer manufacturing.
Waging Gendered Wars: U.S. Military Women in Afghanistan and Iraq (Gender in a Global/Local World)
by Paige Whaley EagerWaging Gendered Wars examines, through the analytical lens of feminist international relations theory, how U.S. military women have impacted and been affected by the wars in Iraq and Afghanistan. Although women were barred from serving formally in ground combat positions within the U.S. armed forces during both wars, U.S. female soldiers are being killed in action. By examining how U.S. military women's agency as soldiers, veterans, and casualties of war affect the planning and execution of war, Whaley Eager assesses the ways in which the global world of international politics and warfare has become localized in the life and death narratives of female service personnel impacted by combat experience, homelessness, military sexual trauma, PTSD, and the deaths of fellow soldiers.
Waging War: Alliances, Coalitions, and Institutions of Interstate Violence
by Patricia A. WeitsmanMilitary alliances provide constraints and opportunities for states seeking to advance their interests around the globe. War, from the Western perspective, is not a solitary endeavor. Partnerships of all types serve as a foundation for the projection of power and the employment of force. These relationships among states provide the foundation upon which hegemony is built. Waging War argues that these institutions of interstate violence—not just the technology, capability, and level of professionalism and training of armed forces—serve as ready mechanisms to employ force. However, these institutions are not always well designed, and do not always augment fighting effectiveness as they could. They sometimes serve as drags on state capacity. At the same time, the net benefit of having this web of partnerships, agreements, and alliances is remarkable. It makes rapid response to crisis possible, and facilitates countering threats wherever they emerge. This book lays out which institutional arrangements lubricate states' abilities to advance their agendas and prevail in wartime, and which components of institutional arrangements undermine effectiveness and cohesion, and increase costs to states. Patricia Weitsman outlines what she calls a realist institutionalist agenda: one that understands institutions as conduits of capability. She demonstrates and tests the argument in five empirical chapters, examining the cases of the first Gulf War, Kosovo, Afghanistan, Iraq, and Libya. Each case has distinct lessons as well as important generalizations for contemporary multilateral warfighting.
WAIC and WBIC with Python Stan: 100 Exercises for Building Logic
by Joe SuzukiMaster the art of machine learning and data science by diving into the essence of mathematical logic with this comprehensive textbook. This book focuses on the widely applicable information criterion (WAIC), also described as the Watanabe-Akaike information criterion, and the widely applicable Bayesian information criterion (WBIC), also described as the Watanabe Bayesian information criterion. The book expertly guides you through relevant mathematical problems while also providing hands-on experience with programming in Python and Stan. Whether you’re a data scientist looking to refine your model selection process or a researcher who wants to explore the latest developments in Bayesian statistics, this accessible guide will give you a firm grasp of Watanabe Bayesian Theory.The key features of this indispensable book include:A clear and self-contained writing style, ensuring ease of understanding for readers at various levels of expertise.100 carefully selected exercises accompanied by solutions in the main text, enabling readers to effectively gauge their progress and comprehension.A comprehensive guide to Sumio Watanabe’s groundbreaking Bayes theory, demystifying a subject once considered too challenging even for seasoned statisticians.Detailed source programs and Stan codes that will enhance readers’ grasp of the mathematical concepts presented.A streamlined approach to algebraic geometry topics in Chapter 6, making Bayes theory more accessible and less daunting.Embark on your machine learning and data science journey with this essential textbook and unlock the full potential of WAIC and WBIC today!
WAIC and WBIC with R Stan: 100 Exercises for Building Logic
by Joe SuzukiMaster the art of machine learning and data science by diving into the essence of mathematical logic with this comprehensive textbook. This book focuses on the widely applicable information criterion (WAIC), also described as the Watanabe-Akaike information criterion, and the widely applicable Bayesian information criterion (WBIC), also described as the Watanabe Bayesian information criterion. This book expertly guides you through relevant mathematical problems while also providing hands-on experience with programming in R and Stan. Whether you’re a data scientist looking to refine your model selection process or a researcher who wants to explore the latest developments in Bayesian statistics, this accessible guide will give you a firm grasp of Watanabe Bayesian Theory.The key features of this indispensable book include:A clear and self-contained writing style, ensuring ease of understanding for readers at various levels of expertise.100 carefully selected exercises accompanied by solutions in the main text, enabling readers to effectively gauge their progress and comprehension.A comprehensive guide to Sumio Watanabe’s groundbreaking Bayes theory, demystifying a subject once considered too challenging even for seasoned statisticians.Detailed source programs and Stan codes that will enhance readers’ grasp of the mathematical concepts presented.A streamlined approach to algebraic geometry topics in Chapter 6, making Bayes theory more accessible and less daunting.Embark on your machine learning and data science journey with this essential textbook and unlock the full potential of WAIC and WBIC today!