This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. Data analysts will learn how to incorporate nonlinearity in one or more predictor variables into regression models for different types of outcome variables. Such nonlinear dependence is often not considered in applied research, yet nonlinear relationships are common and so need to be addressed. A standard linear analysis can produ...

Advances in wide bandgap semiconductor materials are enabling the development of a new generation of power semiconductor devices that far exceed the performance of silicon-based devices. These technologies offer potential breakthrough performance for a wide range of applications, including high-power and RF electronics, deep-UV optoelectronics, quantum information and extreme-environment applications.This reference text provides comprehensive coverage of the challenges and latest r...

The key to the solution of geological hazards such as Karst water inrush and mud burst in tunnel lies in the accurate prediction or detection of Karst and groundwater. By means of on-site monitoring, theoretical analysis and indoor simulation experiments, the authors conduct in-depth research on the characteristics of water-bearing media and their mechanism of action, and explored the relevance of "Karst morphology", "Karst groundwater" and "fractal characteristics". An evaluation model of...

'Harmonious World' and China's New Foreign Policy consists of essays by China specialists on the Chinese government's characterization of foreign policy as a 'harmonious world.' The essays deal with such topics as 'harmonious world' and China's new diplomacy, China's multilateral diplomacy after the Cold War, China's changing image of and engagement with the world order, China's energy security diplomacy, and China's trade diplomacy. These insightful contributions will help students in thi...

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling met...

Most global citizens are well aware of the explosive growth of the Chinese economy. Indeed, China has famously become the "workshop of the world." Yet, while China watchers have shed much light on the country's internal dynamics--China's politics, its vast social changes, and its economic development--few have focused on how this increasingly powerful nation has become more active and assertive throughout the world. In China Goes Global, eminent China scholar David Shambaugh deliv...

Confusing Textbooks? Missed Lectures? Not Enough Time?Fortunately for you, there's Schaum's Outlines. More than 40 million students have trusted Schaum's to help them succeed in the classroom and on exams. Schaum's is the key to faster learning and higher grades in every subject. Each Outline presents all the essential course information in an easy-to-follow, topic-by-topic format. You also get hundreds of examples, solved problems, and practice exercises to test your skills.

This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased...

This is a best-seller in China and a geopolitical book for our times. As a leading thinker from China, Zhang Weiwei provides an original, comprehensive and engrossing study on the rise of China and its effective yet controversial model of development, and the book has become a centerpiece of an unfolding debate within China on the nature and future of the world's most populous nation and its possible global impact. China's rise, according to Zhang, is not the rise of an ordinary country, b...

In this timely book, a group of leading scholars provides a comprehensive assessment of China's polity, economy, and society. Taking the thirtieth anniversary of Beijing's adoption of reform and opening as an occasion to reflect on the course of development over the past three decades, the contributors consider where the country may be going in the future. Just as China has had enormous success in developing its economy, it continues to face equally enormous challenges across a wide variet...

This is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools, model conceptualization, and model specification issues related to single-level and multilevel models with categorical outcomes. Screen shots clearly demonstrate techniques and navigation of the ...

Soft power has become a very popular concept in international affairs, appearing in government policy papers, academic discussions, and the popular media. In China, soft power has become one of the most frequently used phrases among political leaders, leading academics, and journalists. Defined against hard power, which often involves threat and coercion, soft power applies attraction, persuasion, and cooperation, finding its sources in culture, political values, and foreign policies. Chin...