Evidence-Based Statistics: An Introduction to the Evidential Approach – from Likelihood Principle to Statistical Practice provides readers with a comprehensive and thorough guide to the evidential approach in statistics. The approach uses likelihood ratios, rather than the probabilities used by other statistical inference approaches. The evidential approach is conceptually easier to grasp, and the calculations more straightforward to perform. This book explains how to express data in terms of the strength of statistical evidence for competing hypotheses. The evidential approach is currently underused, despite its mathematical precision and statistical validity. Evidence-Based Statistics is an accessible and practical text filled with examples, illustrations and exercises. Additionally, the companion website complements and expands on the information contained in the book. While the evidential approach is unlikely to replace probability-based methods of statistical inference, it provides a useful addition to any statistician’s “bag of tricks.” In this book: It explains how to calculate statistical evidence for commonly used analyses, in a step-by-step fashion Analyses include: t tests, ANOVA (one-way, factorial, between- and within-participants, mixed), categorical analyses (binomial, Poisson, McNemar, rate ratio, odds ratio, data that’s ‘too good to be true’, multi-way tables), correlation, regression and nonparametric analyses (one sample, related samples, independent samples, multiple independent samples, permutation and bootstraps) Equations are given for all analyses, and R statistical code provided for many of the analyses Sample size calculations for evidential probabilities of misleading and weak evidence are explained Useful techniques, like Matthews’s critical prior interval, Goodman’s Bayes factor, and Armitage’s stopping rule are described Recommended for undergraduate and graduate students in any field that relies heavily on statistical analysis, as well as active researchers and professionals in those fields, Evidence-Based Statistics: An Introduction to the Evidential Approach – from Likelihood Principle to Statistical Practice belongs on the bookshelf of anyone who wants to amplify and empower their approach to statistical analysis.
Get ahead of the curve—learn about big data on the blockchain Blockchain came to prominence as the disruptive technology that made cryptocurrencies work. Now, data pros are using blockchain technology for faster real-time analysis, better data security, and more accurate predictions. Blockchain Data Analytics For Dummies is your quick-start guide to harnessing the potential of blockchain. Inside this book, technologists, executives, and data managers will find information and inspiration to adopt blockchain as a big data tool. Blockchain expert Michael G. Solomon shares his insight on what the blockchain is and how this new tech is poised to disrupt data. Set your organization on the cutting edge of analytics, before your competitors get there! Learn how blockchain technologies work and how they can integrate with big data Discover the power and potential of blockchain analytics Establish data models and quickly mine for insights and results Create data visualizations from blockchain analysis Discover how blockchains are disrupting the data world with this exciting title in the trusted For Dummies line!
Principles of Virology , the leading virology textbook in use, is an extremely valuable and highly informative presentation of virology at the interface of modern cell biology and immunology. This text utilizes a uniquely rational approach by highlighting common principles and processes across all viruses. Using a set of representative viruses to illustrate the breadth of viral complexity, students are able to under-stand viral reproduction and pathogenesis and are equipped with the necessary tools for future encounters with new or understudied viruses. This fifth edition was updated to keep pace with the ever-changing field of virology. In addition to the beloved full-color illustrations, video interviews with leading scientists, movies, and links to exciting blogposts on relevant topics, this edition includes study questions and active learning puzzles in each chapter, as well as short descriptions regarding the key messages of references of special interest. Volume I: Molecular Biology focuses on the molecular processes of viral reproduction, from entry through release. Volume II: Pathogenesis and Control addresses the interplay between viruses and their host organisms, on both the micro- and macroscale, including chapters on public health, the immune response, vaccines and other antiviral strategies, viral evolution, and a brand new chapter on the therapeutic uses of viruses. These two volumes can be used for separate courses or together in a single course. Each includes a unique appendix, glossary, and links to internet resources. Principles of Virology, Fifth Edition , is ideal for teaching the strategies by which all viruses reproduce, spread within a host, and are maintained within populations. This edition carefully reflects the results of extensive vetting and feedback received from course instructors and students, making this renowned textbook even more appropriate for undergraduate and graduate courses in virology, microbiology, and infectious diseases.
Principles of Virology , the leading virology textbook in use, is an extremely valuable and highly informative presentation of virology at the interface of modern cell biology and immunology. This text utilizes a uniquely rational approach by highlighting common principles and processes across all viruses. Using a set of representative viruses to illustrate the breadth of viral complexity, students are able to under-stand viral reproduction and pathogenesis and are equipped with the necessary tools for future encounters with new or understudied viruses.This fifth edition was updated to keep pace with the ever-changing field of virology. In addition to the beloved full-color illustrations, video interviews with leading scientists, movies, and links to exciting blogposts on relevant topics, this edition includes study questions and active learning puzzles in each chapter, as well as short descriptions regarding the key messages of references of special interest. Volume I: Molecular Biology focuses on the molecular processes of viral reproduction, from entry through release. Volume II: Pathogenesis and Control addresses the interplay between viruses and their host organisms, on both the micro- and macroscale, including chapters on public health, the immune response, vaccines and other antiviral strategies, viral evolution, and a brand new chapter on the therapeutic uses of viruses. These two volumes can be used for separate courses or together in a single course. Each includes a unique appendix, glossary, and links to internet resources. Principles of Virology, Fifth Edition , is ideal for teaching the strategies by which all viruses reproduce, spread within a host, and are maintained within populations. This edition carefully reflects the results of extensive vetting and feedback received from course instructors and students, making this renowned textbook even more appropriate for undergraduate and graduate courses in virology, microbiology, and infectious diseases.
A detailed, one-stop guide for experienced options traders Positional Option Trading is a rigorous, professional-level guide on sophisticated techniques from professional trader and quantitative analyst Euan Sinclair. The author has over two decades of high-level option trading experience. He has written this book specifically for professional options traders who have outgrown more basic trading techniques and are searching for in-depth information suitable for advanced trading. Custom-tailored to respond to the volatile option trading environment, this expert guide stresses the importance of finding a valid edge in situations where risk is usually overwhelmed by uncertainty and unknowability. Using examples of edges such as the volatility premium, term-structure premia and earnings effects, the author shows how to find valid trading ideas and details the decision process for choosing an option structure that best exploits the advantage. Advanced topics include a quantitative approach for directionally trading options, the robustness of the Black Scholes Merton model, trade sizing for option portfolios, robust risk management and more. This book: Provides advanced trading techniques for experienced professional traders Addresses the need for in-depth, quantitative information that more general, intro-level options trading books do not provide Helps readers to master their craft and improve their performance Includes advanced risk management methods in option trading No matter the market conditions , Positional Option Trading is an important resource for any professional or advanced options trader.
A comprehensive guide to efficiently scavenge multi-energies from the surrounding environment to power some electronic devices and realize self-powered sensing! With the advantages of high-integration level, low cost, and high-conversion efficiency, hybridized nanogenerators have many potential applications in multi-energy scavenging and sensor fields. This book offers a comprehensive review of the design, performance, and applications of hybridized and coupled nanogenerators. The author—a noted expert on the topic—explores the various new hybridized and multi-effects coupled nanogenerators. The book examines the current approaches of improving electric generation performance and offers an introduction to the applications of hybridized nanogenerators in energy harvesting and sensing. This technology has proven to be highly applicable in multi-energy scavenging and self-powered sensor fields. This book includes: Examines the potential applications of hybridized and coupled nanogenerators in multi-energy scavenging and sensor fields Covers the principles of device design Explores the most current approaches to improve performance Reviews various multi-effects coupled nanogenerators and their potential applications Written for materials scientists, engineering scientists, electronics engineers, bioengineers, sensor developers, and sensor industry professionals, This book is a guide to hybridized and coupled nanogenerators that achieve the maximum utilization of multi-type and stable energies.
Despite significant developments and widespread theoretical and practical interest in the area of Solid-Propellant Nonsteady Combustion for the last fifty years, a comprehensive and authoritative text on the subject has not been available. Theory of Solid-Propellant Nonsteady Combustion fills this gap by summarizing theoretical approaches to the problem within the framework of the Zeldovich-Novozhilov (ZN-) theory. This book contains equations governing unsteady combustion and applies them systematically to a wide range of problems of practical interest. Theory conclusions are validated, as much as possible, against available experimental data. Theory of Solid-Propellant Nonsteady Combustion provides an accurate up-to-date account and perspectives on the subject and is also accompanied by a website hosting solutions to problems in the book.
What does it mean for the future of the planet when one of the world’s most durable authoritarian governance systems pursues “ecological civilization”? Despite its staggering pollution and colossal appetite for resources, China exemplifies a model of state-led environmentalism which concentrates decisive political, economic, and epistemic power under centralized leadership. On the face of it, China seems to embody hope for a radical new approach to environmental governance. <br /><br />In this thought-provoking book, Yifei Li and Judith Shapiro probe the concrete mechanisms of China’s coercive environmentalism to show how ‘going green’ helps the state to further other agendas such as citizen surveillance and geopolitical influence. Through top-down initiatives, regulations, and campaigns to mitigate pollution and environmental degradation, the Chinese authorities also promote control over the behavior of individuals and enterprises, pacification of borderlands, and expansion of Chinese power and influence along the Belt and Road and even into the global commons. Given the limited time that remains to mitigate climate change and protect millions of species from extinction, we need to consider whether a green authoritarianism can show us the way. This book explores both its promises and risks.
Pablo Oyarzun is one of the foremost Benjamin scholars in Latin America. His writings have shaped the reception of Benjamin’s work in Latin America and have been central to the effort to identify the tasks and responsibilities of the kind of critical theory that would interrupt social violence. <br /><br />In this book Oyarzun examines some of the key concepts in Benjamin’s work – including his concepts of translation, experience, history and storytelling – and relates them to his own systematic reflection on the nature and implications of ‘doing justice’. What is meant by the words ‘justice was done’? The passive voice is important here. On the one hand, justice does nothing: it is not an agent, it can only prevail or fail, and if it fails, it does so without limit. On the other hand, the passive voice alludes to the agents of an action while covering them up; the allusion is the masking of the identity and traces of the person who accomplishes the action. And this cover-up can be dangerous: it can cover-up the executioners, who are subjects that everyone can confirm anonymously, without their being recognized and without their wanting to be recognized. Justice, argues Oyarzun, can only be done in the active effort to do justice – or, as Benjamin would say, in the striving to turn the world into the highest good. <br /><br />This book by one of Chile’s most distinguished philosophers will be of value to anyone interested in Benjamin’s work and in the development of critical theory in Latin America.
The datafication of our world offers huge challenges and opportunities for social science. The ‘data-drivenness’ of computational research can occur at the expense of theoretical reflection and interpretation. Additionally, it can be difficult to reconcile the ‘quantitative’ dimensions of big data with the ‘qualitative’ sensibilities needed for its understanding. At the same time, this opens up possibilities for reimagining key principles of social inquiry. <br /><br />In this experimental and provocative book, Simon Lindgren argues that a hybrid approach to data and theory must be developed in order to make sense of today's ambivalent, turbulent, and media-saturated political landscape. He pushes for the development of a critical science of data, joining the interpretive theoretical and ethical sensibilities of social science with the predictive and prognostic powers of data science and computational methods. In order for theories and research methods to be more useful and relevant, they must be dismantled and put together in new, alternative, and unexpected ways. <br /><br /><i>Data Theory</i> is essential reading for social scientists and data scientists, as well as students taking courses in social theory and data, digital methods, big data, and data and society.