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Resampling Methods for Dependent Data
By giving a detailed account of bootstrap methods and their properties for dependent data, this book provides illustrative numerical examples throughout. The book fills a gap in the literature covering research on re-sampling methods for dependent data that has witnessed vigorous growth over the last two decades but remains scattered in various statistics and econometrics journals. It can be used as a graduate level text and also as a research monograph for statisticians and econometricians.
Computational Statistics
This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field: Optimization Integration and Simulation Bootstrapping Density Estimation and Smoothing Within these sections,each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data. The book website now includes comprehensive R code for the entire book. There are extensive exercises, real examples, and helpful insights about how to use the methods in practice.
Time Series Analysis: Methods and Applications
The field of statistics not only affects all areas of scientific activity, but also many other matters such as public policy. It is branching rapidly into so many different subjects that a series of handbooks is the only way of comprehensively presenting the various aspects of statistical methodology, applications, and recent developments.The Handbook of Statistics is a series of self-contained reference books. Each volume is devoted to a particular topic in statistics, with Volume 30 dealing with time series. The series is addressed to the entire community of statisticians and scientists in various disciplines who use statistical methodology in their work. At the same time, special emphasis is placed on applications-oriented techniques, with the applied statistician in mind as the primary audience. - Comprehensively presents the various aspects of statistical methodology - Discusses a wide variety of diverse applications and recent developments - Contributors are internationally renowened experts in their respective areas
Frontiers In Statistics
During the last two decades, many areas of statistical inference have experienced phenomenal growth. This book presents a timely analysis and overview of some of these new developments and a contemporary outlook on the various frontiers of statistics.Eminent leaders in the field have contributed 16 review articles and 6 research articles covering areas including semi-parametric models, data analytical nonparametric methods, statistical learning, network tomography, longitudinal data analysis, financial econometrics, time series, bootstrap and other re-sampling methodologies, statistical computing, generalized nonlinear regression and mixed effects models, martingale transform tests for model diagnostics, robust multivariate analysis, single index models and wavelets.This volume is dedicated to Prof. Peter J Bickel in honor of his 65th birthday. The first article of this volume summarizes some of Prof. Bickel's distinguished contributions.
Measure Theory and Probability Theory
This is a graduate level textbook on measure theory and probability theory. The book can be used as a text for a two semester sequence of courses in measure theory and probability theory, with an option to include supplemental material on stochastic processes and special topics. It is intended primarily for first year Ph.D. students in mathematics and statistics although mathematically advanced students from engineering and economics would also find the book useful. Prerequisites are kept to the minimal level of an understanding of basic real analysis concepts such as limits, continuity, differentiability, Riemann integration, and convergence of sequences and series. A review of this materia...
Bootstrap Methods
A practical and accessible introduction to the bootstrap method——newly revised and updated Over the past decade, the application of bootstrap methods to new areas of study has expanded, resulting in theoretical and applied advances across various fields. Bootstrap Methods, Second Edition is a highly approachable guide to the multidisciplinary, real-world uses of bootstrapping and is ideal for readers who have a professional interest in its methods, but are without an advanced background in mathematics. Updated to reflect current techniques and the most up-to-date work on the topic, the Second Edition features: The addition of a second, extended bibliography devoted solely to publications...
Handbook of Materials Science, Volume 1
This book presents the state-of-the-art coverage of optical materials and their application in various areas. The contents range from basic principles to quantum cutting luminescent materials, advances in plasmonic and photonic substrate-coupled fluorescence, lanthanide doped materials for optical applications, thermoluminescence and optical material for sensing radioactive elements. It also discusses synthesis, characterization and properties of optical materials including nanomaterials, luminescent nanomaterials for anti-counterfeiting, carbon materials-based nanoscale optics and plasmonics, optoelectronics applications of two dimensional materials and applications of lanthanide ion-doped phosphors. This book is of immense value to those in academia and industry working in the areas of material science, especially optical materials.
Supporting the Education of Children with Autism Spectrum Disorders
Special education encompasses a broad range of techniques and tools for a catering to children with unique educational needs. Children in need of additional learning support, including children on the autism spectrum, benefit from continued research in emerging educational tools and pedagogies for best catering to their needs. Supporting the Education of Children with Autism Spectrum Disorders focuses on a well-rounded approach to special education, including perspectives on administration and leadership, course development, psychological and counseling support, educational technologies, and classroom management strategies. Emphasizing timely research focused on creating opportune learning environments for children on the autism spectrum, this publication is an essential reference source for educators, school administrators, graduate-level students, and researchers in the field of education.
In Altre Parole
"A series of reflections on the author's experiences learning a new language and living abroad, in a dual-language edition"--
Procedural Dermatosurgery
This book is a complete guide to dermatologic surgery for clinicians. Divided into 52 sections, the text begins with an overview of surgical instruments, local anaesthesia, sutures, dressings and skin biopsy. The following chapters cover numerous techniques for different dermatologic conditions, from mole surgery, vitiligo, and nail surgery, to Mohs surgery, laser scar revision, fillers, and much more. Each procedure is described with a step by step approach and includes tips and tricks, modifications, potential complications and recent advances. Both common and more complex disorders and techniques are explained in detail. The comprehensive text is further enhanced by more than 1800 clinical and surgical photographs, diagrams and tables. Key points Comprehensive guide to dermatologic surgery Covers numerous common and more complex disorders and techniques Tips and tricks, modifications, complications and recent advances highlighted for each topic Highly illustrated with more than 1800 photographs, diagrams and tables
