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"Poignant....important and illuminating."—The New York Times Book Review "Groundbreaking."—Bryan Stevenson, New York Times bestselling author of Just Mercy From one of the world’s leading experts on unconscious racial bias come stories, science, and strategies to address one of the central controversies of our time How do we talk about bias? How do we address racial disparities and inequities? What role do our institutions play in creating, maintaining, and magnifying those inequities? What role do we play? With a perspective that is at once scientific, investigative, and informed by personal experience, Dr. Jennifer Eberhardt offers us the language and courage we need to face one of the biggest and most troubling issues of our time. She exposes racial bias at all levels of society—in our neighborhoods, schools, workplaces, and criminal justice system. Yet she also offers us tools to address it. Eberhardt shows us how we can be vulnerable to bias but not doomed to live under its grip. Racial bias is a problem that we all have a role to play in solving.
A unique and comprehensive book by leading researchers looking at motivation and volition. How can we motivate students, patients, employees, and athletes? What helps us achieve our goals, improve our well-being, and grow as human beings? These issues, which relate to motivation and volition, are familiar to everyone who faces the challenges of everyday life. This comprehensive book by leading international scholars provides integrative perspectives on motivation and volition that build on the work of German psychologist Julius Kuhl. The first part of the book examines the historical trail of the European and American research traditions of motivation and volition and their integration in Kuhl's theory of personality systems interactions (PSI). The second part of the book considers what moves people to action – how needs, goals, and motives lead people to choose a course of action (motivation). The third part of the book explores how people, once they have committed themselves to a course of action, convert their goals and intentions into action (volition). The fourth part shows what an important role personality plays in our motivation and actions. Finally, the fifth part of the book discusses how integrative theories of motivation and volition may be applied in coaching, training, psychotherapy, and education. This book is essential reading for everyone who is interested in the science of motivating people.
Build, test, and tune financial, insurance or other market trading systems using C++ algorithms and statistics. You’ve had an idea and have done some preliminary experiments, and it looks promising. Where do you go from here? Well, this book discusses and dissects this case study approach. Seemingly good backtest performance isn't enough to justify trading real money. You need to perform rigorous statistical tests of the system's validity. Then, if basic tests confirm the quality of your idea, you need to tune your system, not just for best performance, but also for robust behavior in the face of inevitable market changes. Next, you need to quantify its expected future behavior, assessing how bad its real-life performance might actually be, and whether you can live with that. Finally, you need to find its theoretical performance limits so you know if its actual trades conform to this theoretical expectation, enabling you to dump the system if it does not live up to expectations. This book does not contain any sure-fire, guaranteed-riches trading systems. Those are a dime a dozen... But if you have a trading system, this book will provide you with a set of tools that will help you evaluate the potential value of your system, tweak it to improve its profitability, and monitor its on-going performance to detect deterioration before it fails catastrophically. Any serious market trader would do well to employ the methods described in this book. What You Will Learn See how the 'spaghetti-on-the-wall' approach to trading system development can be done legitimatelyDetect overfitting early in developmentEstimate the probability that your system's backtest results could have been due to just good luckRegularize a predictive model so it automatically selects an optimal subset of indicator candidatesRapidly find the global optimum for any type of parameterized trading systemAssess the ruggedness of your trading system against market changesEnhance the stationarity and information content of your proprietary indicatorsNest one layer of walkforward analysis inside another layer to account for selection bias in complex trading systemsCompute a lower bound on your system's mean future performanceBound expected periodic returns to detect on-going system deterioration before it becomes severeEstimate the probability of catastrophic drawdown Who This Book Is For Experienced C++ programmers, developers, and software engineers. Prior experience with rigorous statistical procedures to evaluate and maximize the quality of systems is recommended as well.
It is generally understood that some effective leadership behaviors of Chinese managers differ from those of Western managers. It has also been debated controversially whether Chinese learners can benefit from Western learning approaches. Taking these two aspects into consideration, Jingjing Wang examines whether a global leadership development program from Western countries has as much impact on Chinese managers as on Western managers. She conducts the empirical study within one global corporation originating from Germany and the data were collected from Germany and China. Based on the core results of the study, implications for the globalization of leadership development are discussed.
A definitive, authoritative and up-to-date resource for anyone interested in the theories, models and assessment methods used for understanding the many factes of Human personality and individual differences This brand new Handbook of Personality Theory and Assessment 2-Volume Set constitutes an essential resource for shaping the future of the scientific foundation of personality research, measurement, and practice. There is need for an up-to-date and international Handbook that reviews the major contemporary personality models Vol. 1 and associated psychometric measurement instruments Vol. 2 that underpin the scientific study of this important area of individual differences psychology, and in these two Handbooks this is very much achieved. Made unique by its depth and breadth the Handbooks are internationally edited and authored by Professors Gregory J. Boyle, Gerald Matthews, and Donald H. Saklofske and authored by internationally known academics, this work will be an important reference work for a host of researchers and practitioners in the fields of individual differences and personality assessment, clinical psychology, educational psychology, work and organizational psychology, health psychology and other applied fields as well. Volume 2: Personality Measurement and Assessment. Covers psychometric measurement of personality and has coverage of the following broad topics, listed by section heading: " General Methodological Issues " Multidimensional Personality Instruments " Assessment of Biologically-Based Traits " Assessment of Self-Regulative Traits " Implicit, Projective And Objective Measures Of Personality " Abnormal Personality Trait Instruments " Applications of Psychological Testing
This is a textbook for upper undergraduate and graduate courses on microwave engineering, written in a student-friendly manner with many diagrams and illustrations. It works towards developing a foundation for further study and research in the field. The book begins with a brief history of microwaves and introduction to core concepts of EM waves and wave guides. It covers equipment and concepts involved in the study and measurement of microwaves. The book also discuses microwave propagation in space, microwave antennae, and all aspects of RADAR. The book provides core pedagogy with chapter objectives, summaries, solved examples, and end-of-chapter exercises. The book also includes a bonus chapter which serves as a lab manual with 15 simple experiments detailed with proper circuits, precautions, sample readings, and quiz/viva questions for each experiment. This book will be useful to instructors and students alike.
The fundamental problem in the study of vehicle mobility is the development of traction between the vehicle and the supporting terrain. The mechanics of energy transfer will essentially control the final performance of the surficial machine. Determining and predicting the capability of a particular piece of machinery to traverse successfully a specific piece of terrain is very complex, particularly as the characteristics and properties of different types of terrain cover vary considerably, as do the many types of vehicle and their running gear.The material that forms the basis of this book has been gathered over many years of study both in the laboratory and in the field. It studies vehicle traction mechanics from the viewpoint of the interaction between the vehicle and the ground surface. The types of machines covered include earth-moving, forestry, agricultural, and construction machines. In addition, the mechanisms involved in the development of traction and the working of the terrain through cultivation, construction and surface disturbances are examined. The book also addresses the problems of off-road mobility and terrain trafficability, especially from the terrain-support and terrain interaction points of view. It is the authors' aim that the book will provide the reader with the ability to both analyze and predict the traction capability of his proposed machinery, and also to anticipate the kinds of reactions that will occur in the ground and at the ground surface.
Fundamentals of Epidemiology is a foundational resource that equips students with a strong understanding of both the principles and real-world applications of the science of public health. Its applied approach, demonstrating epidemiological concepts in action in a variety of different settings, uniquely prepares students for the challenges and exciting opportunities of this dynamic field. This engaging textbook cultivates a strong knowledge base through an explanation of the history of epidemiology and its core concepts, while providing a framework for critical thinking about public health topics. Other foundational concepts are then described and explored in the context of the real world, including descriptive epidemiology and surveillance, analytic epidemiology, study designs, effect measure modification, systematic and random error, and data analysis and modeling. Building from chapter to chapter, the textbook reinforces key concepts and their applications to the field while also confronting head-on many common mistakes that new learners of epidemiology make. This textbook incorporates thoughtful public health examples, scenarios, and descriptions that foster the investigative mindset and problem-solving approach that is needed in epidemiology. With abundant illustrations, historical vignettes, case examples, and practice problems covering topics such as social determinants of health, infectious disease, applications of epidemiology to policy and more, this inviting textbook prepares students to think like an epidemiologist, equipping them with the fundamentals essential for careers in public health, medicine, nursing, and other health professions. Key Features Provides a more logical sequence for learning epidemiology, with iterative learning strategies aimed at reinforcing key concepts Includes an in-depth focus on surveillance and descriptive epidemiology Discusses causality, counterfactual thinking, and exchangeability at a level appropriate for new learners of epidemiology Provides problem-based learning examples that encompass diverse settings and populations, and links to other health disciplines (health policy, health economics, behavioral sciences, environmental health) Presents visuals in a consistent manner to foster a sound understanding of the core epidemiological principles Qualified instructors also have access to a full suite of instructor resources