This friendly guide is the companion you need to convert pure mathematics into understanding and facility with a host of probabilistic tools. The book provides a high-level view of probability and its most powerful applications. It begins with the basic rules of probability and quickly progresses to some of the most sophisticated modern techniques in use, including Kalman filters, Monte Carlo techniques, machine learning methods, Bayesian inference and stochastic processes. It draws on thirty years of experience in applying probabilistic methods to problems in computational science and engineering, and numerous practical examples illustrate where these techniques are used in the real world. Topics of discussion range from carbon dating to Wasserstein GANs, one of the most recent developments in Deep Learning. The underlying mathematics is presented in full, but clarity takes priority over complete rigour, making this text a starting reference source for researchers and a readable overv
This friendly guide is the companion you need to convert pure mathematics into understanding and facility with a host of probabilistic tools. The book provides a high-level view of probability and its most powerful applications. It begins with the basic rules of probability and quickly progresses to some of the most sophisticated modern techniques in use, including Kalman filters, Monte Carlo techniques, machine learning methods, Bayesian inference and stochastic processes. It draws on thirty years of experience in applying probabilistic methods to problems in computational science and engineering, and numerous practical examples illustrate where these techniques are used in the real world. Topics of discussion range from carbon dating to Wasserstein GANs, one of the most recent developments in Deep Learning. The underlying mathematics is presented in full, but clarity takes priority over complete rigour, making this text a starting reference source for researchers and a readable overv
As surgical specialization becomes more focused, there is a growing lack of expertise amongst surgeons in life-preserving management of severely injured patients. This comprehensively updated second edition provides an in-depth, visual guide to both commonly and uncommonly performed trauma procedures. It includes over 900 high-quality color photographs and illustrations of step-by-step procedures on fresh, perfused and ventilated cadavers. Practical surgical anatomy, procedural sequencing, and common technical pitfalls are all clearly outlined. A number of new techniques have been introduced since the first edition, from REBOA (resuscitative endovascular balloon occlusion of the aortic), to ribplating for flail chest and skin grafting. Informed by the editors' experience in some of the busiest trauma centres in the world, the text has been updated throughout and includes additional photographs. This Atlas is an essential resource for trainee and operating trauma surgeons, and general s
Over the past decades, public trust in medical professionals has steadily declined. This decline of trust and its replacement by ever tighter regulations is increasingly frustrating physicians. However, most discussions of trust are either abstract philosophical discussions or social science investigations not easily accessible to clinicians. The authors, one a surgeon-turned-philosopher, the other an analytical philosopher working in medical ethics, joined their expertise to write a book which straddles the gap between the practical and theoretical. Using an approach grounded in the methods of conceptual analysis found in analytical philosophy which also draws from approaches to medical diagnosis, the authors have conceived an internally coherent and comprehensive definition of trust to help elucidate the concept and explain its decline in the medical context. This book should appeal to all interested in the ongoing debate about the decline of trust - be it as medical professionals, m
The development of the Area of Freedom, Security and Justice has transformed the European Union and placed fundamental rights at the core of EU integration and its principles of mutual recognition and trust. The impact of the AFSJ in the development of an EU standard of fundamental rights, which has come to the fore since the Treaty of Lisbon, is a topic of great theoretical and practical importance. This is the first systematic academic study of the AFSJ and its implications from the point of view of fundamental rights. The contributions to this collection examine the normative and jurisprudential development of the AFSJ in order to assess its effects on the overall construction of the scope and standards of protection of EU fundamental rights in this particularly complex and sensitive field of integration. The expert contributors systematically map and critically assess this area of EU law, together with the relevant case-law.
In a world where we have an endless number of options to swipe through, why do many of us repeatedly return to previous romantic partners? This book addresses this question by synthesizing the research on relationships that break up and renew (i.e. 'on-again, off-again' relationships) from various disciplines including communication, social psychology, family studies, and sociology. It explicates the various types and trajectories of on-again, off-again relationships, and uncovers how these relationships are different from those that do not split up and reconcile. Because on-again, off-again relationships challenge traditional notions of relationship stability and highlight the fluctuating nature of relationships, alternative conceptualizations of stability are also reviewed. This book is a theoretical and practical resource for researchers, students, and professionals interested in understanding why partners repeatedly reconcile with ex-partners.
The revolutionary banner passed from Marx, to Mao to Deng, but where is it now? In China after Mao, Deng Xiaoping began instituting far-reaching and practical economic reforms that seem at odds with c
"A timely and welcome guide to policy makers and advisers in the area of resource taxation, combining theoretical underpinings with. sound practical advice over a range of relevant topics, from tax d
Critical and Creative Thinking: A Guide for Teachers reveals ways to develop a capacity to think both critically and creatively in practical and productive ways.Explains why critical and creative thin
Pediatric anesthesiologists will encounter numerous challenges when caring for children, as their work involves more than simply adjusting drug dosages and equipment for smaller patients. In response, this practical book provides clinical guidance in an easily accessible and digestible question-answer format. Case Studies in Pediatric Anesthesia reviews the entire breadth of pediatric anesthesia and pain management, taking a case-based approach. Each chapter commences with a clinical case or scenario, guiding the reader through a tailored discussion. The chapters review the pathophysiology, anesthetic techniques, and surgical and perioperative considerations. High quality tables and figures feature throughout to help solidify key concepts. The chapters are prepared to be read in isolation and for reference when appropriate. Case Studies in Pediatric Anesthesia is aimed at anesthesiologists of all levels, from the trainee on their first pediatric rotation, to the pediatric fellow prepar
"This book provides a definitive guide for the future direction of the practice and profession of architecture. This comprehensive and practical handbook is a timely response to the reality that the t
"A practical introduction to woodworking and purpose-made joinery, this book starts with the basics of interpreting drawings and works right the way through to designing and making stairs. Les Goring
This definitive guide provides advanced students and researchers with a detailed yet accessible overview of all of the central topics of meteor science. Leading figures from the field summarise their active research on themes ranging from the physical composition of meteoroids to the most recent optical and radar observations and ongoing theoretical developments. Crucial practical issues are also considered, such as the risk posed by meteoroids - to spacecraft, and on the ground - and future avenues of research are explored. Taking advantage of the latest dynamical models, insights are offered into meteor flight phenomena and the evolution of meteoroid streams and complexes, as well as describing the in-depth laboratory analysis of recovered material. The rapid rate of progress in twenty-first-century research makes this volume essential reading for anyone who wishes to understand how recent developments broaden our understanding of meteors, meteoroids and their origins.
Henry James left America in 1875 for the sake of his art and for the rich cultural heritage of Europe. His return in the late summer of 1904, based on both romantic and practical motives, allowed him to revisit the now-transformed cities of his youth as well as to experience for the first time the country's southern states. The American Scene is a major work from James' final, most adventurous creative phase and offers a cultural and social critique of contemporary American society as well as a personal series of 'gathered impressions', a form of indirect yet sometimes intimate autobiography. This new edition includes detailed explanatory notes, a general introduction, a chronology, an itinerary of James' journey, a record of textual variants and rare manuscript material, appendices which include the journal James kept, texts for the two lectures he gave, and two additional essays written on his return to England.
Jazz Improvisation Using Simple Melodic Embellishment teaches fundamental concepts of jazz improvisation, highlighting the development of performance skills through embellishment techniques. Written with the college-level course in mind, this introductory textbook is both practical and comprehensive, ideal for the aspiring improviser, focused not on scales and chords but melodic embellishment. It assumes some basic theoretical knowledge and level of musicianship while introducing multiple techniques, mindful that improvisation is a learned skill as dependent on hard work and organized practice as it is on innate talent.This jargon-free textbook can be used in both self-guided study and as a course book, fortified by an array of interactive exercises and activities:musical examplesperformance exerciseswritten assignmentspractice gridsresources for advanced studyand more!Nearly all musical exercises-presented throughout the text in concert pitch and transposed in the appendices for E-fla
This book is the first collection devoted to the central concept of agency in childhood studies. Including contributions from experts in the field, chapters cover theoretical, practical, historical, t
The Idea Agent is a practical idea management handbook, aimed at people who want to take an active role in creative processes across all areas. It combines the creatively wild with the rationally stru
"In this inspiring, humorous, and practical book he shows what you can do to help children of all ages develop into confident, thoughtful and independent learners. Based around the acronym ASK, this b
