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Advanced Statistical Methods in Data Science
This book gathers invited presentations from the 2nd Symposium of the ICSA- CANADA Chapter held at the University of Calgary from August 4-6, 2015. The aim of this Symposium was to promote advanced statistical methods in big-data sciences and to allow researchers to exchange ideas on statistics and data science and to embraces the challenges and opportunities of statistics and data science in the modern world. It addresses diverse themes in advanced statistical analysis in big-data sciences, including methods for administrative data analysis, survival data analysis, missing data analysis, high-dimensional and genetic data analysis, longitudinal and functional data analysis, the design and an...
Statistical Inference Under Mixture Models
This book puts its weight on theoretical issues related to finite mixture models. It shows that a good applicant, is an applicant who understands the issues behind each statistical method. This book is intended for applicants whose interests include some understanding of the procedures they are using, while they do not have to read the technical derivations. At the same time, many researchers find most theories and techniques necessary for the development of various statistical methods, without chasing after one set of research papers, after another. Even though the book emphasizes the theory, it provides accessible numerical tools for data analysis. Readers with strength in developing statistical software, may find it useful.
Advances and Innovations in Statistics and Data Science
This book highlights selected papers from the 4th ICSA-Canada Chapter Symposium, as well as invited articles from established researchers in the areas of statistics and data science. It covers a variety of topics, including methodology development in data science, such as methodology in the analysis of high dimensional data, feature screening in ultra-high dimensional data and natural language ranking; statistical analysis challenges in sampling, multivariate survival models and contaminated data, as well as applications of statistical methods. With this book, readers can make use of frontier research methods to tackle their problems in research, education, training and consultation.
Statistical Applications from Clinical Trials and Personalized Medicine to Finance and Business Analytics
The papers in this volume represent a broad, applied swath of advanced contributions to the 2015 ICSA/Graybill Applied Statistics Symposium of the International Chinese Statistical Association, held at Colorado State University in Fort Collins. The contributions cover topics that range from statistical applications in business and finance to applications in clinical trials and biomarker analysis. Each papers was peer-reviewed by at least two referees and also by an editor. The conference was attended by over 400 participants from academia, industry, and government agencies around the world, including from North America, Asia, and Europe.
Parametric Statistical Change Point Analysis
Recently there has been a keen interest in the statistical analysis of change point detec tion and estimation. Mainly, it is because change point problems can be encountered in many disciplines such as economics, finance, medicine, psychology, geology, litera ture, etc. , and even in our daily lives. From the statistical point of view, a change point is a place or time point such that the observations follow one distribution up to that point and follow another distribution after that point. Multiple change points problem can also be defined similarly. So the change point(s) problem is two fold: one is to de cide if there is any change (often viewed as a hypothesis testing problem), another i...
Statistical Quality Technologies
This book explores different statistical quality technologies including recent advances and applications. Statistical process control, acceptance sample plans and reliability assessment are some of the essential statistical techniques in quality technologies to ensure high quality products and to reduce consumer and producer risks. Numerous statistical techniques and methodologies for quality control and improvement have been developed in recent years to help resolve current product quality issues in today’s fast changing environment. Featuring contributions from top experts in the field, this book covers three major topics: statistical process control, acceptance sampling plans, and reliability testing and designs. The topics covered in the book are timely and have a high potential impact and influence to academics, scholars, students and professionals in statistics, engineering, manufacturing and health.
Communications, Signal Processing, and Systems
This book brings together papers from the 2018 International Conference on Communications, Signal Processing, and Systems, which was held in Dalian, China on July 14–16, 2018. Presenting the latest developments and discussing the interactions and links between these multidisciplinary fields, the book spans topics ranging from communications, signal processing and systems. It is aimed at undergraduate and graduate electrical engineering, computer science and mathematics students, researchers and engineers from academia and industry as well as government employees.
Global Warming and China's Environmental Diplomacy
Since the early 1990s, there are two increasingly hot topics attracting numerous scholarly attentions in Chinese politics: first, it is the transformation of China's political system. Second, it is China's increasingly involvement in international regimes. Nevertheless, until now, there are only a few scholars to work out the distinctive relations between them, and even less people work on the bureaucratic politics level. By explaining and evaluating the development of policymaking coordination in the United Nations Framework Convention on Climate Change (UNFCCC), the author demonstrates the argument that international regimes have contributed to the development of coordination in Chinese Policymaking, taking the UNFCCC as a departure.
A Partnership for Disorder
A Partnership for Disorder examines American-Chinese foreign policy planning in World War II for decolonising the Japanese Empire and controlling Japan after the war. This study unravels some of the complex origins of the postwar upheavals in Asia by demonstrating how the US and China's disagreements on many concrete issues prevented their governments from forging an effective partnership. The two powers' quest for long-term cooperation was further complicated by Moscow's eleventh-hour involvement in the Pacific War. By the war's end, a triangular relationship among Washington, Moscow, and Chongqing surfaced from secret negotiations at Yalta and Moscow. Yet the Yalta-Moscow system in Asia proved too ambiguous and fragile to be useful even for the purpose of defining a new balance of power among the Allies. The failure of the system was compounded by its obliviousness to Asia's dynamic nationalist forces.
Clean Energy Diplomacy
This book systematically constructs theories of clean energy diplomacy in the context of the changing international strategic landscape of energy and climate. It aims to explain the scientific connotations and innovative significance of clean energy diplomacy. The book focuses on analyzing how the development of renewable energy, including wind, solar, and biomass, plays out in the evolution of the international power system. It also touches upon energy efficiency and complementary energy technologies. This book integrates the studies of traditional energy and environmental diplomacy and defines its connotations and extensions from the perspective of major country diplomatic strategy. Based ...
