This monograph provides a careful review of the major statistical techniques used to analyze regression data with nonconstant variability and skewness. The authors have developed statistical techniques--such as formal fitting methods and less formal graphical techniques-- that can be applied to many problems across a range of disciplines, including pharmacokinetics, econometrics, biochemical assays, and fisheries research. While the main focus of the book in on data transformation and weighting, it also draws upon ideas from diverse fields such as influence diagnostics, robustness, bootstrapping, nonparametric data smoothing, quasi-likelihood methods, errors-in-variables, and random coefficients. The authors discuss the computation of estimates and give numerous examples using real data. The book also includes an extensive treatment of estimating variance functions in regression.
It's been over a decade since the first edition of Measurement Error in Nonlinear Models splashed onto the scene, and research in the field has certainly not cooled in the interim. In fact, quite the opposite has occurred. As a result, Measurement Error in Nonlinear Models: A Modern Perspective, Second Edition has been revamped and ex
The authors describe in detail the capture and use of design rationale in software engineering to improve the quality of software. Their book is the first comprehensive and unified treatment of rationale usage in software engineering. It provides a consistent conceptual framework and a unified terminology for comparing, contrasting and combining the myriad approaches to rationale in software engineering. It is both an excellent introductory text and a uniquely valuable reference.
Markov Chain Monte Carlo (MCMC) methods are now an indispensable tool in scientific computing. This book discusses recent developments of MCMC methods with an emphasis on those making use of past sample information during simulations. The application examples are drawn from diverse fields such as bioinformatics, machine learning, social science, combinatorial optimization, and computational physics. Key Features: Expanded coverage of the stochastic approximation Monte Carlo and dynamic weighting algorithms that are essentially immune to local trap problems. A detailed discussion of the Monte Carlo Metropolis-Hastings algorithm that can be used for sampling from distributions with intractable normalizing constants. Up-to-date accounts of recent developments of the Gibbs sampler. Comprehensive overviews of the population-based MCMC algorithms and the MCMC algorithms with adaptive proposals. This book can be used as a textbook or a reference book for a one-semester graduate course in statistics, computational biology, engineering, and computer sciences. Applied or theoretical researchers will also find this book beneficial.
Measuring Voice, Speech, and Swallowing in the Clinic and Laboratory provides a definitive reference and text for methods of measurement of voice, speech, and swallowing functioning and disorders. It was developed for measurement courses in speech-language pathology graduate and doctoral programs and is also an essential reference for practitioners or anyone who needs to make quantitative assessments of the systems involved. The goal of this text is to provide basic information on the instruments and measures commonly used for assessing and treating persons with disorders of voice, speech, and swallowing for clinical practice, research studies, and conducting clinical trials. New developments in electrical and magnetic stimulation for noninvasive stimulation of nerves, muscles, and the brain are provided for augmenting treatment benefits for persons with voice, speech, and swallowing disorders. Other new techniques included are electromyography, articulography, transcranial magnetic stimulation, functional MRI, fNIRS, DTI, and transcranial direct current stimulation for treatment applications. The text includes methods for recording and analyzing speech, acoustics, imaging and kinematics of vocal tract motion, air pressure, airflow, respiration, clinical evaluation of voice and swallowing disorders, and functional and structural neuroimaging. Many of the methods are applicable for use in clinical practice and clinical research. Key Features: More than 250 full-color imagesSummary tables to guide selection of instruments and measures for various applicationsEach chapter begins and ends with an overview and conclusion for review of contentAppendices of measurement standards Clinical investigators and clinicians wanting to measure voice, speech, and swallowing functions for clinical documentation will benefit from this book, as will students and professors. Measuring Voice, Speech, and Swallowing in the Clinic and Laboratorypulls together the necessary information on methods of measurement from different disciplines and sources into one convenient resource. Information on measurement in the fields of voice, speech, and swallowing is now readily available for training doctoral students and guidance of clinicians incorporating instrumental assessment into their practice.
Written by a tribological expert with more than thirty years of experience in the field, Mechanical Wear Fundamentals and Testing, Second Edition compiles an extensive range of graphs, tables, micrographs, and drawings to illustrate wear, friction, and lubrication behavior in modern engineering applications. The author promotes a clear understandin
Longtime commodities trader Learsy explains the real reason behind todays most outrageous gas prices. A sharp, sweeping survey of OPECs methods of economic dominance, this work explains how to bust the Mideast oil cartel and chart a course toward energy independence.
Market: Cardiologists, Vascular Specialists, Vascular Surgeons, Hematologists, Internists, Family Physicians, Rheumatologists More than 500 color charts and tables Includesw an entire section on diagnostic imaging modalities
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