Watch Li Na winning at the Australian Open. Now read her life story. Li Na claimed an unprecedented victory at the 2011 French Open at age twenty-nine, and became the first player from an Asian country to win a Grand Slam singles title. Outspoken and likeable, the 'late-blooming' Chinese tennis superstar is one of the world's top ten players, and has championships on grass, clay and hard courts to her name. Li Na is a tennis player few forget. She claimed an unprecedented victory at the 2011 French Open at age twenty-nine, and became the first player from an Asian country to win a Grand Slam singles title. Outspoken and likeable, the 'late-blooming' Chinese tennis superstar is one of the world's top ten players, and has championships on grass, clay and hard courts to her name. Beyond the rankings and million-dollar endorsements is a life just as remarkable as her success. Li Na grew up within a rigid national sports system, living away from home and training six days a week, and spent years struggling to believe in herself. Her outstanding feats in a sport she grew to love, recovering from three knee surgeries and conquering her own demons, are nothing short of inspirational. Told with honesty and humour, Li Na: My Life is the moving story behind an extraordinary sporting icon.
Statistical analysis is common in the social sciences, and among the more popular programs is R. This book provides a foundation for undergraduate and graduate students in the social sciences on how to use R to manage, visualize, and analyze data. The focus is on how to address substantive questions with data analysis and replicate published findings. Using R for Data Analysis in Social Sciences adopts a minimalist approach and covers only the most important functions and skills in R to conduct reproducible research. It emphasizes the practical needs of students using R by showing how to import, inspect, and manage data, understand the logic of statistical inference, visualize data and findings via histograms, boxplots, scatterplots, and diagnostic plots, and analyze data using one-sample t-test, difference-of-means test, covariance, correlation, ordinary least squares (OLS) regression, and model assumption diagnostics. It also demonstrates how to replicate the findings in published journal articles and diagnose model assumption violations. Because the book integrates R programming, the logic and steps of statistical inference, and the process of empirical social scientific research in a highly accessible and structured fashion, it is appropriate for any introductory course on R, data analysis, and empirical social-scientific research.
Energy taxes can produce substantial environmental and revenue benefits and are an important component of countries’ fiscal systems. Although the principle that these taxes should reflect global warming, air pollution, road congestion, and other adverse environmental impacts of energy use is well established, there has been little previous work providing guidance on how countries can put this principle into practice. This book develops a practical methodology, and associated tools, to show how the major environmental damages from energy can be quantified for different countries and used to design the efficient set of energy taxes.
Third-variable effect refers to the effect transmitted by third-variables that intervene in the relationship between an exposure and a response variable. Differentiating between the indirect effect of individual factors from multiple third-variables is a constant problem for modern researchers. Statistical Methods for Mediation, Confounding and Moderation Analysis Using R and SAS introduces general definitions of third-variable effects that are adaptable to all different types of response (categorical or continuous), exposure, or third-variables. Using this method, multiple third- variables of different types can be considered simultaneously, and the indirect effect carried by individual third-variables can be separated from the total effect. Readers of all disciplines familiar with introductory statistics will find this a valuable resource for analysis. Key Features: Parametric and nonparametric method in third variable analysis Multivariate and Multiple third-variable effect analysis Multilevel mediation/confounding analysis Third-variable effect analysis with high-dimensional data Moderation/Interaction effect analysis within the third-variable analysis R packages and SAS macros to implement methods proposed in the book
Do you want to learn R? This book is built on the premise that anyone with a bit of free time and a healthy curiosity can learn to use R in their studies or at work. The authors focus on using R to do useful things like writing reports, creating data and graphs, accessing datasets collected by others, preparing data, and conducting simple data analysis. In this book you’ll learn how to: install R and RStudio®, and set up an RStudio® project and folders; write an essay with graphs based on simple real-world data using R Markdown; create variables from everyday numeric information and visualize data through five types of charts—bar plot, histogram, pie chart, scatter plot, and time series line plot—to identify patterns in the data; write and run R programs, and prepare your data following the tidyverse approach; import external datasets into R, install R data packages, and carry out initial data validity checks; conduct exploratory data analysis through three exercises involving data on voting outcomes, natural resource consumption, and gross domestic product (GDP) via data visualization, correlation coefficient, and simple regression; and write a research paper on the impact of GDP per capita on life expectancy using R Markdown. Student-friendly language and examples (such as binge-watched shows on Netflix, and the top 5 songs on Spotify), cumulative learning, and practice exercises make this a must-have guide for a variety of courses where data are used and reports need to be written. Code and datasets used to carry out the examples in the book are available on an accompanying website.
Exploration, Identification and Utilization of Barley Germplasm explores the timely global challenges related to barley production posed by the narrowing of biodiversity and problem soils, identifying elite genotypes which will enhance barley breeding and be essential to genetic and evolution studies. The book covers the utilization of barley germplasm for improving the quality of both food and feed barley as well as exploring and utilizing varieties of germplasm that are tolerant to drought, waterlogged, salt, and acid soil. Chapters are devoted to prime strategies for future research, including identifying barley germplasm by applying Omics, exploring barley germplasm by means of the Focused Identification of Germplasm Strategy (FIGS), and creating barley germplasm through mutation. Users will find this book to be a key research reference for both professionals and academics, providing a comprehensive update for established barley researchers that equips them with an understanding of the new methodologies needed for innovation and discovery, while also providing a helpful entry to the subject for young researchers and students. - Provides a one-stop shop to acquire a speedy overview of the main and recently applied issues of barley breeding - Provides newly-developed methodologies in barley germplasm research - Describes special genotypes from wild barley, including Tibetan wild barley, which show a high tolerance to abiotic stresses and carry different alleles from cultivated barley
In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology.
Spatial predictive modeling (SPM) is an emerging discipline in applied sciences, playing a key role in the generation of spatial predictions in various disciplines. SPM refers to preparing relevant data, developing optimal predictive models based on point data, and then generating spatial predictions. This book aims to systematically introduce the entire process of SPM as a discipline. The process contains data acquisition, spatial predictive methods and variable selection, parameter optimization, accuracy assessment, and the generation and visualization of spatial predictions, where spatial predictive methods are from geostatistics, modern statistics, and machine learning. The key features of this book are: •Systematically introducing major components of SPM process. •Novel hybrid methods (228 hybrids plus numerous variants) of modern statistical methods or machine learning methods with mathematical and/or univariate geostatistical methods. •Novel predictive accuracy-based variable selection techniques for spatial predictive methods. •Predictive accuracy-based parameter/model optimization. •Reproducible examples for SPM of various data types in R. This book provides guidelines, recommendations, and reproducible examples for developing optimal predictive models by considering various components and associated factors for quality-improved spatial predictions. It provides valuable tools for researchers, modelers, and university students not only in SPM field but also in other predictive modeling fields. Dr Li has produced over 100 various publications in spatial predictive modelling, statistical computing, ecological and environmental modelling, and ecology, developed a number of hybrid methods for SPM, and published four R packages for variable selections as well as SPM.
This book comprehensively describes high-resolution microwave imaging and super-resolution information processing technologies and discusses new theories, methods and achievements in the high-resolution microwave imaging fields. Its chapters, which include abundant research results and examples, systematically summarize the authors’ main research findings in recent years. The book is intended for researchers, engineers and postgraduates in the fields of electronics systems, signal information processing and data analysis, microwave remote sensing and microwave imaging radar, as well as space technology, especially in the microwave remote sensing and airborne or space-borne microwave imaging radar fields.
This book is a revised and updated English edition of a textbook that has grown out of several years of teaching. The term "inorganic" is used in a broad sense as the book covers the structural chemistry of representative elements (including carbon) in the periodic table, organometallics, coordination polymers, host-guest systems and supramolecular assemblies. Part I of the book reviews the basic bonding theories, including a chapter on computational chemistry. Part II introduces point groups and space groups and their chemical applications. Part III comprises a succinct account of the structural chemistry of the elements in the periodic table. It presents structure and bonding, generalizations of structural trends, crystallographic data, as well as highlights from the recent literature.
In recent years, China has become a major actor in the global economy, making a remarkable switch from a planned and egalitarian socialism to a simultaneously wide-open and tightly controlled market economy. Against the establishment wisdom, Minqi Li argues in this provocative and startling book that far from strengthening capitalism, China’s full integration into the world capitalist system will, in fact and in the not too distant future, bring about its demise. The author tells us that historically the spread and growth of capitalist economies has required low wages, taxation, and environmental costs, as well as a hegemonic nation to prevent international competition from eroding these requirements. With the decline of the economic power of the United States, its current hegemonic role will deteriorate and the unprecedented growth of China will so erode the foundations of capital accumulation—by pushing wages and environmental costs up, for example—that the entire capitalist system will be shaken to its core. This is essential reading for those who still believe that there is no alternative.
A must-have reference on sustainable organic energy storage systems Organic electrode materials have the potential to overcome the intrinsic limitations of transition metal oxides as cathodes in rechargeable batteries. As promising alternatives to metal-based batteries, organic batteries are renewable, low-cost, and would enable a greener rechargeable world. Rechargeable Organic Batteries is an up-to-date reference and guide to the next generation of sustainable organic electrodes. Focused exclusively on organic electrode materials for rechargeable batteries, this unique volume provides comprehensive coverage of the structures, advantages, properties, reaction mechanisms, and performance of various types of organic cathodes. In-depth chapters examine carbonyl-, organosulfur-, radical-, and organometallic complexes, as well as polymer-based active materials for electrochemical energy storage (EES) technologies. Throughout the book, possible application cases and potential challenges are discussed in detail. Presents advanced characterization methods for verifying redox mechanisms of organic materials Examines recent advances in carbonyl-based small-molecule cathode materials in battery systems including lithium-ion, sodium-ion, and aqueous zinc-ion batteries Introduces organosulfide-inorganic composite cathodes with high electrical conductivity and fast reaction kinetics Outlines research progress on radical electrode materials, polymer-based organic cathode materials, and the development of all-organic batteries Summarizes the synthesis processes, redox mechanisms, and electrochemical performance of different kinds of organic anode materials for metal-ion batteries Featuring a general introduction to organic batteries, including a discussion of their necessity and advantages, Rechargeable Organic Batteries is essential reading for electrochemists, materials scientists, organic chemists, physical chemists, and solid-state chemists working in the field.
An analysis of the financing of China's rural enterprises over the past two decades. Dicusses key aspects of rural enterprise development in China, including the role of state policy, rural financial institutions and local government.
THE INTERNATIONAL BESTSELLER The extraordinary memoir of a peasant boy raised in rural Maoist China who was plucked from his village to study ballet and went on to become one of the greatest dancers of his generation. From a desperately poor village in northeast China, at age eleven, Li Cunxin was chosen by Madame Mao's cultural delegates to be taken from his rural home and brought to Beijing, where he would study ballet. In 1979, the young dancer arrived in Texas as part of a cultural exchange, only to fall in love with America-and with an American woman. Two years later, through a series of events worthy of the most exciting cloak-and-dagger fiction, he defected to the United States, where he quickly became known as one of the greatest ballet dancers in the world. This is his story, told in his own inimitable voice. THE BASIS FOR A MAJOR MOTION PICTURE
This book furthers new and exciting developments in experimental designs, multivariate analysis, biostatistics, model selection and related subjects. It features articles contributed by many prominent and active figures in their fields. These articles cover a wide array of important issues in modern statistical theory, methods and their applications. Distinctive features of the collections of articles are their coherence and advance in knowledge discoveries.
Written in an accessible style and consistent format, the book covers both the fundamentals and advances in the pharmacology of cardiovascular drugs, as well as their integrated applications in the management of individual cardiovascular diseases. • Integrates fundamentals and recent advances regarding cardiovascular drugs, blending basic and clinical sciences needed to effectively understand and treat cardiovascular diseases • Facilitates understanding of drug action and mechanism by covering physiology / pathophysiology and pharmacology • Includes guidelines and algorithms for pharmacotherapeutic management of cardiovascular diseases • Uses case presentations and study questions to enhance understanding of the material • Serves as a resource for pharmaceutical and medical students and researchers interested in cardiovascular issues
This book examines the relationship between population policies and individual reproductive decisions in low-fertility contexts. Using the case study of Singapore, it demonstrates that the effectiveness of population policy is a function of competing notions of citizenship, and the gap between seemingly neutral policy incentives and the perceived and experienced disparate effects. Drawing on a substantial number of personal interviews and focus groups, the book analyzes the developmental welfare state’s overarching emphasis of citizen responsibility, and examines population policies that reinforce social inequalities and ignore cultural diversity. These factors combine to undermine elaborate state policy efforts in encouraging citizens’ biological reproduction. The book goes on to argue that in order to facilitate positive fertility decisions, the state needs to modify the “economic production at all cost” approach and pay much more attention to the importance of social rights. This suggests that the Singapore government might profitably approach the phenomenon of very low fertility with major initiatives similar to those of other advanced industrialized societies. This book offers a significant contribution to the literature on social policy, East Asian and Southeast Asian studies.
Over the past decade, extensive research has been conducted on the subject of coal as one of the world's leading energy sources. The current and future status of this resource is a topic of considerable interest to the largest world economies, including the US, Japan, China and Europe. Advances in the Science of Victorian Brown Coal provides critical reviews of the information and research published over this time, giving the reader an authoritative overview of the science surrounding this important topic. - Critical review of recent research surrounding the utilization of brown coal. Key issues addressed include maximized efficiency and minimized environmental impacts - Focuses on Victorian Brown Coal within the context of biomass and bituminous coal - A critical thermodynamic overview of various advanced power generation technologies
This volume is a grammatical sketch of Hainan Cham, an endangered tonal Austronesian language. The study focuses on three areas: social background and contact history, the grammar (including all the recorded vocabulary), and a description of the sound system (including acoustic description). The appendixes also include the wordlist of Sanya Chinese forms and four analyzed texts.
The most comprehensive and up-to-date optics resource available Prepared under the auspices of the Optical Society of America, the five carefully architected and cross-referenced volumes of the Handbook of Optics, Third Edition, contain everything a student, scientist, or engineer requires to actively work in the field. From the design of complex optical systems to world-class research and development methods, this definitive publication provides unparalleled access to the fundamentals of the discipline and its greatest minds. Individual chapters are written by the world's most renowned experts who explain, illustrate, and solve the entire field of optics. Each volume contains a complete chapter listing for the entire Handbook, extensive chapter glossaries, and a wealth of references. This pioneering work offers unprecedented coverage of optics data, techniques, and applications. Volume I covers geometrical and physical optics, polarized light, components, and instruments.
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