David W. Scott - Böcker

Clarifies modern data analysis through nonparametric density estimation for a complete working knowledge of the theory and methodsFeaturing a thoroughly revised presentation, Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition maintains an intuitive approach to the underlying methodology and supporting theory of density estimation. Including new material and updated research in each chapter, the Second Edition presents additional clarification of theoretical opportunities, new algorithms, and up-to-date coverage of the unique challenges presented in the field of data analysis.The new edition focuses on the various density estimation techniques and methods that can be used in the field of big data. Defining optimal nonparametric estimators, the Second Edition demonstrates the density estimation tools to use when dealing with various multivariate structures in univariate, bivariate, trivariate, and quadrivariate data analysis. Continuing to illustrate the major concepts in the context of the classical histogram, Multivariate Density Estimation: Theory, Practice, and Visualization, Second Edition also features: Over 150 updated figures to clarify theoretical results and to show analyses of real data setsAn updated presentation of graphic visualization using computer software such as RA clear discussion of selections of important research during the past decade, including mixture estimation, robust parametric modeling algorithms, and clusteringMore than 130 problems to help readers reinforce the main concepts and ideas presentedBoxed theorems and results allowing easy identification of crucial ideasFigures in color in the digital versions of the bookA website with related data setsMultivariate Density Estimation: Theory, Practice, and Visualization, Second Edition is an ideal reference for theoretical and applied statisticians, practicing engineers, as well as readers interested in the theoretical aspects of nonparametric estimation and the application of these methods to multivariate data. The Second Edition is also useful as a textbook for introductory courses in kernel statistics, smoothing, advanced computational statistics, and general forms of statistical distributions.

Proceedings of an international symposium held in Shanghai, China, September 8-12, 1996

The 2002 Nobel Prize in Physiology or Medicine was awarded to Sydney Brenner, H. Robert Horvitz, and John E. Sulston for their seminal discoveries concerning "genetic regulation of organ development and programmed cell death." This clearly marked the prime importance of understanding the molecular mechanisms controlling cell death. The 1 st International Symposium on Programmed Cell Death was held in the Shanghai Science Center of the Chinese Academy of Sciences on September 8-12, 1996. A number of key issues in apoptosis were discussed at the meeting, and progress in major areas of apopto­ sis research was summarized by expert participants at the meeting and published by Plenum Publishing Corporation as a book entitled Programmed Cell Death. In the last six years, we have witnessed a real explosion in our knowledge on how cells undergo apoptosis, thereby participating in various developmental and pathophysiological processes. At this ever­ exciting time, we organized the 2nd International Symposium on Programmed Cell Death.

This book brings together Methodist scholars and reflective practitioners from around the world to consider how emerging practices of mission and evangelism shape contemporary theologies of mission. Engaging contemporary issues including migration, nationalism, climate change, postcolonial contexts, and the growth of the Methodist church in the Global South, this book examines multiple forms of mission, including evangelism, education, health, and ministries of compassion. A global group of contributors discusses mission as no longer primarily a Western activity but an enterprise of the entire church throughout the world. This volume will be of interest to researchers studying missiology, evangelism, global Christianity, and Methodism and to students of Methodism and mission.

This book brings together Methodist scholars and reflective practitioners from around the world to consider how emerging practices of mission and evangelism shape contemporary theologies of mission. Engaging contemporary issues including migration, nationalism, climate change, postcolonial contexts, and the growth of the Methodist church in the Global South, this book examines multiple forms of mission, including evangelism, education, health, and ministries of compassion. A global group of contributors discusses mission as no longer primarily a Western activity but an enterprise of the entire church throughout the world. This volume will be of interest to researchers studying missiology, evangelism, global Christianity, and Methodism and to students of Methodism and mission.

Past, Present, and Future of Statistical Science was commissioned in 2013 by the Committee of Presidents of Statistical Societies (COPSS) to celebrate its 50th anniversary and the International Year of Statistics. COPSS consists of five charter member statistical societies in North America and is best known for sponsoring prestigious awards in statistics, such as the COPSS Presidents’ award. Through the contributions of a distinguished group of 50 statisticians who are past winners of at least one of the five awards sponsored by COPSS, this volume showcases the breadth and vibrancy of statistics, describes current challenges and new opportunities, highlights the exciting future of statistical science, and provides guidance to future generations of statisticians. The book is not only about statistics and science but also about people and their passion for discovery.Distinguished authors present expository articles on a broad spectrum of topics in statistical education, research, and applications. Topics covered include reminiscences and personal reflections on statistical careers, perspectives on the field and profession, thoughts on the discipline and the future of statistical science, and advice for young statisticians. Many of the articles are accessible not only to professional statisticians and graduate students but also to undergraduate students interested in pursuing statistics as a career and to all those who use statistics in solving real-world problems. A consistent theme of all the articles is the passion for statistics enthusiastically shared by the authors. Their success stories inspire, give a sense of statistics as a discipline, and provide a taste of the exhilaration of discovery, success, and professional accomplishment.

Statistic: A Concise Mathematical Introduction for Students and Scientists offers a one academic term text that prepares the student to broaden their skills in statistics, probability and inference, prior to selecting their follow-on courses in their chosen fields, whether it be engineering, computer science, programming, data sciences, business or economics. The book places focus early on continuous measurements, as well as discrete random variables. By invoking simple and intuitive models and geometric probability, discrete and continuous experiments and probabilities are discussed throughout the book in a natural way. Classical probability, random variables, and inference are discussed, as well as material on understanding data and topics of special interest. Topics discussed include:•      Classical equally likely outcomes•      Variety of models of discrete and continuous probability laws•      Likelihood function and ratio•      Inference•      Bayesian statisticsWith the growth in the volume of data generated in many disciplines that is enabling the growth in data science, companies now demand statistically literate scientists and this textbook is the answer, suited for undergraduates studying science or engineering, be it computer science, economics, life sciences, environmental, business, amongst many others. Basic knowledge of bivariate calculus, R language, Matematica and JMP is useful, however there is an accompanying website including sample R and Mathematica code to help instructors and students.

This volume presents a current overview of key genes involved in the control of apoptosis research together with thoughts on future prospects and clinical applications. Top scientists from around the world wrote on current progresses to help establish and/or strengthen communications between scientists from the West and those in Asia.

Past, Present, and Future of Statistical Science was commissioned in 2013 by the Committee of Presidents of Statistical Societies (COPSS) to celebrate its 50th anniversary and the International Year of Statistics. COPSS consists of five charter member statistical societies in North America and is best known for sponsoring prestigious awards in statistics, such as the COPSS Presidents’ award. Through the contributions of a distinguished group of 50 statisticians who are past winners of at least one of the five awards sponsored by COPSS, this volume showcases the breadth and vibrancy of statistics, describes current challenges and new opportunities, highlights the exciting future of statistical science, and provides guidance to future generations of statisticians. The book is not only about statistics and science but also about people and their passion for discovery.Distinguished authors present expository articles on a broad spectrum of topics in statistical education, research, and applications. Topics covered include reminiscences and personal reflections on statistical careers, perspectives on the field and profession, thoughts on the discipline and the future of statistical science, and advice for young statisticians. Many of the articles are accessible not only to professional statisticians and graduate students but also to undergraduate students interested in pursuing statistics as a career and to all those who use statistics in solving real-world problems. A consistent theme of all the articles is the passion for statistics enthusiastically shared by the authors. Their success stories inspire, give a sense of statistics as a discipline, and provide a taste of the exhilaration of discovery, success, and professional accomplishment.

Proceedings of an international symposium held in Shanghai, China, September 8-12, 1996

Through an examination of Methodist mission to Southeast Asia at the turn of the twentieth century, this broad-ranging book unites the history of globalization with the history of Christian mission and the history of Southeast Asia. The book explores the international connections forged by the Methodist Episcopal Church’s Malaysia Mission between 1885 and 1915, putting them in the context of a wave of globalization that was sweeping the world at that time, including significant developments in Southeast Asia.To establish intellectual connections between the study of globalization and this historical setting, the book suggests six metaphors for understanding the mission. Each metaphor is based on some aspect of secular globalization: the Methodist connection as a migratory network, mission agencies as multinational corporations, the Malaysia Mission as a franchise system, the Methodist Episcopal Church as a media conglomerate, mission institutions as civil society organizations, and Methodist mission as a global vision.In chapters exploring each metaphor separately, the book reviews how each form of secular globalization functions to create transnational connections before examining the details of how the Malaysia Mission functioned in a similar fashion. Along the way, the book investigates the lives of all involved in the mission: missionaries, church members of the mission, and mission supporters. Although Southeast Asia (including the Straits Settlements, Federated Malay States, Sarawak, and Netherlands Indies) and the United States are important geographic foci for the book, India, China, Britain, Sri Lanka, Sweden, Germany, Australia, and Canada all have parts to play.In exploring these metaphors, the book draws on several scholarly fields including migration studies, business history, media studies, political theory, and cultural history, blending them together into a social history of the mission. By so doing, it identifies both ways in which the effects of Christian mission paralleled other globalizing forces and unique contributions Christian mission made to turn-of-the-twentieth-century globalization.