This text presents a balanced account of the Bayesian and frequentist approaches to statistical inference. Along with more examples and exercises, this second edition includes new material on empirical Bayes and penalized likelihoods and their impact on regression models and offers expanded material on hypothesis testing, method of moments, bias correction, and hierarchical models. It also compares the Bayesian and frequentist schools of thought and explores procedures that lie on the border between the two.
The new edition of Lewin's Essential GENES is the most accessible, student-friendly text of its kind! Completely revised and rewritten, the Second Edition continues to provide students with the latest findings in the field of molecular biology and molecular genetics. An exceptional new pedagogy enhances student learning and helps readers understand and retain key material like never before. New Concept and Reasoning Checks at the end of each chapter section, End of Chapter Questions and Further Readings for each chapter, and several categories of special topics boxes within each chapter expand and reinforce important concepts. The reorganization of topics in this edition allows students to focus more sharply on the key material at hand and improves the natural flow of course material. New end-of-chapter questions reviews major points in the chapter and allow students to test themselves on important course material.
Polymers from natural sources are particularly useful as biomaterials and in regenerative medicine, given their similarity to the extracellular matrix and other polymers in the human body. This important book reviews the wealth of research on both tried and promising new natural-based biomedical polymers, together with their applications as implantable biomaterials, controlled-release carriers or scaffolds for tissue engineering.The first part of the book reviews the sources, processing and properties of natural-based polymers for biomedical applications. Part two describes how the surfaces of polymer-based biomaterials can be modified to improve their functionality. The third part of the book discusses the use of natural-based polymers for biodegradable scaffolds and hydrogels in tissue engineering. Building on this foundation, Part four looks at the particular use of natural-gelling polymers for encapsulation, tissue engineering and regenerative medicine. The penultimate group of chapters reviews the use of natural-based polymers as delivery systems for drugs, hormones, enzymes and growth factors. The final part of the book summarises research on the key issue of biocompatibility.Natural-based polymers for biomedical applications is a standard reference for biomedical engineers, those studying and researching in this important area, and the medical community. Examines the sources, processing and properties of natural based polymers for biomedical applications Explains how the surfaces of polymer based biomaterials can be modified to improve their functionality Discusses the use of natural based polymers for hydrogels in tissue engineering, and in particular natural gelling polymers for encapsulation and regenerative medicine
In the last few years there has been an explosion of activity in the field of the dynamics of fractal surfaces, which, through the convergence of important new results from computer simulations, analytical theories and experiments, has led to significant advances in our understanding of nonequilibrium surface growth phenomena. This interest in surface growth phenomena has been motivated largely by the fact that a wide variety of natural and industrial processes lead to the formation of rough surfaces and interfaces. This book presents these developments in a single volume by bringing together the works containing the most important results in the field.The material is divided into chapters consisting of reprints related to a single major topic. Each chapter has a general introduction to a particular aspect of growing fractal surfaces. These introductory parts are included in order to provide a scientific background to the papers reproduced in the main part of the chapters. They are written in a pedagogical style and contain only the most essential information. The contents of the reprints are made more accessible to the reader as they are preceded by a short description of what the editors find to be the most significant results in the paper.
Detailing a systems approach, Optical Wireless Communications: System and Channel Modelling with MATLAB®, is a self-contained volume that concisely and comprehensively covers the theory and technology of optical wireless communications systems (OWC) in a way that is suitable for undergraduate and graduate-level students, as well as researchers and professional engineers. Incorporating MATLAB® throughout, the authors highlight past and current research activities to illustrate optical sources, transmitters, detectors, receivers, and other devices used in optical wireless communications. They also discuss both indoor and outdoor environments, discussing how different factors—including various channel models—affect system performance and mitigation techniques. In addition, this book broadly covers crucial aspects of OWC systems: Fundamental principles of OWC Devices and systems Modulation techniques and schemes (including polarization shift keying) Channel models and system performance analysis Emerging visible light communications Terrestrial free space optics communication Use of infrared in indoor OWC One entire chapter explores the emerging field of visible light communications, and others describe techniques for using theoretical analysis and simulation to mitigate channel impact on system performance. Additional topics include wavelet denoising, artificial neural networks, and spatial diversity. Content also covers different challenges encountered in OWC, as well as outlining possible solutions and current research trends. A major attraction of the book is the presentation of MATLAB simulations and codes, which enable readers to execute extensive simulations and better understand OWC in general.
Machine Learning: An Artificial Intelligence Approach contains tutorial overviews and research papers representative of trends in the area of machine learning as viewed from an artificial intelligence perspective. The book is organized into six parts. Part I provides an overview of machine learning and explains why machines should learn. Part II covers important issues affecting the design of learning programs—particularly programs that learn from examples. It also describes inductive learning systems. Part III deals with learning by analogy, by experimentation, and from experience. Parts IV and V discuss learning from observation and discovery, and learning from instruction, respectively. Part VI presents two studies on applied learning systems—one on the recovery of valuable information via inductive inference; the other on inducing models of simple algebraic skills from observed student performance in the context of the Leeds Modeling System (LMS). This book is intended for researchers in artificial intelligence, computer science, and cognitive psychology; students in artificial intelligence and related disciplines; and a diverse range of readers, including computer scientists, robotics experts, knowledge engineers, educators, philosophers, data analysts, psychologists, and electronic engineers.
Chromatography, invented more than 100 years ago, is the most widely used separation technique in the world today. It has helped the birth of modern analytical instrumentation and continues to strongly influence the profiles of our chemical, biochemical and clinical laboratories.This book deals with the history of the invention and evolution of chromatography and of the various chromatographic techniques. After discussing the precursors, it elaborates on the activities of M.S. Tswett, the inventor of the technique, and of a few selected key pioneers. It then summarizes the evolution of the various branches of chromatography (planar, ion-exchange, gas and liquid), and also reviews the key role of international symposia in setting the trends in this evolution. Except for individual publications of the author, the history of the evolution of chromatography has not been the subject of any book. Thus, this book fills a major gap in the scientific literature.
Biochemistry is a single-semester text designed for undergraduate non-biochemistry majors. Accessible, engaging, and informative, Biochemistry is the perfect introduction to the subject for students who may approach chemistry with apprehension. Biochemistry's unique emphasis on metabolism and its kinetic underpinnings gives the text up-to-the-minute relevance for students investigating current public health concerns such as obesity and diabetes. Biochemistry will encourage students to explore the basics of chemistry and its influence on biological problems.Biochemistry provides students with a broad understanding of contemporary advances in molecular biology. Its innovative approach will challenge students to develop connections across multiple concepts, and sets Biochemistry apart in a crowded field. Biochemistry is an invaluable and user-friendly resource.This innovative text for non-biochemistry majors includes:* Introductory material at the beginning of each chapter that contextualizes chapter themes in real-life scenarios* Clear list of objectives for each chapter* Online supporting materials with further opportunities for research and investigation* Synthesis questions at the end of each chapter that encourage students to make connections between concepts and ideas, as well as develop critical-thinking skills
This well known text helps students understand the art of model building - what type of model to build, building the appropriate model, testing it statistically, and applying the model to practical problems in forecasting and analysis.
This graduate-level text explains the modern in-depth approaches to the calculation of electronic structure and the properties of molecules. Largely self-contained, it features more than 150 exercises. 1989 edition.
Applied Second Law Analysis of Heat Engine Cycles offers a concise, practical approach to one of the two building blocks of classical thermodynamics and demonstrates how it can be a powerful tool in the analysis of heat engine cycles. Including real system models with the industry-standard heat balance simulation software, the Thermoflow Suite (GTPRO/MASTER, PEACE, THERMOFLEX) and Excel VBA, the book discusses both the performance and the cost. It also features both calculated and actual examples for gas turbines, steam turbines, and simple and combined cycles from major original equipment manufacturers (OEMs). In addition, novel cycles proposed by researchers and independent technology developers will also be critically examined. This book will be a valuable reference for practicing engineers, enabling the reader to approach the most difficult thermal design and analysis problems in a logical manner.
This book constitutes the refereed proceedings of the first International Conference on Computability in Europe, CiE 2005, held in Amsterdam, The Netherlands in June 2005. The 68 revised full papers presented were carefully reviewed and selected from 144 submissions. Among them are papers corresponding to two tutorials, six plenary talks and papers of six special sessions involving mathematical logic and computer science at the same time as offering the methodological foundations for models of computation. The papers address many aspects of computability in Europe with a special focus on new computational paradigms. These include first of all connections between computation and physical systems (e.g., quantum and analog computation, neural nets, molecular computation), but also cover new perspectives on models of computation arising from basic research in mathematical logic and theoretical computer science.
This book offers an organized and systematic approach to poset metrics and codes. Poset metrics, or metrics on a vector field determined by a partial order over a finite set, were first introduced in the mid-1990s by the mathematicians Richard A. Brualdi, Janine S. Graves and K. Mark Lawrence, and to date the relevant knowledge on this subject was spread over more than two hundred research papers. Poset metrics generalizes both the standard Hamming metric – the most important metric used in the context of coding theory – and the Niederreiter-Rosenbloom-Tsfasman metric, which is an ultrametric. Conceived to be as self-contained as possible, the book starts from basic concepts of coding theory and advances towards coding theory for poset metrics and generalizations. Each chapter includes a survey of the topic presented and a list of exercises, drawn in part from recently proven results. This work will appeal to researchers and graduate students alike, particularly those in the fields of Mathematics, Electrical Engineering and Computer Sciences, with an interest in discrete geometry and coding theory.
Now in a second edition, Biochemistry of Inorganic Polyphosphates fills the need for an exhaustive resource on inorganic polyphosphate metabolism. The authors describe the structure and properties of these compounds and presents a comparative analysis of the newest and traditional methods of their extraction from cells. Distribution of polyphosphates in organisms, their localization in cells and tissues is also described. Comprehensive presentation of inorganic polyphosphate metabolism Follows polyphosphates in cells of organisms from different stages of evolution Presents methods for the analysis and study of polyP-dependent enzymes Comprehensive information on genetics, metabolism and biotechnology of polyphosphates Textbook and reference work on all aspects of polyphosphates
An aid to determine the possible cause of laboratory test abnormalities encountered in clinical practice. Sections include laboratory test index, disease keyword index, laboratory test listings, disease listings by ICD-9CM classification, and references.
A modern and rigorous introduction to long-range dependence and self-similarity, complemented by numerous more specialized up-to-date topics in this research area.
Welcome to the practical world of Medicinal Chemistry I. This practical book is designed to complement your theoretical understanding of medicinal chemistry by providing hands-on experiences that bridge the gap between concepts learned in the classroom and their real-world applications. Medicinal chemistry is a dynamic field that plays a crucial role in the design, synthesis, analysis and optimization of pharmaceutical agents for the treatment of various diseases. Scope of the Book The exercises presented in this book cover a range of topics, from fundamental principles of drug design to practical techniques in synthesis, purification, and analysis of bioactive compounds. Each experiment is carefully crafted to enhance your skills in medicinal chemistry, allowing you to apply theoretical knowledge to practical scenarios. Key Features a. Clear and concise experimental procedures b. Insightful discussions on the rationale behind each experiment c. Integration of modern techniques and technologies in medicinal chemistry d. Emphasis on safety protocols and ethical considerations in the laboratory Goals The primary goal of this practical book is to foster a deep understanding of medicinal chemistry principles and techniques. By engaging in these experiments, you will develop the essential skills needed for a successful career in medicinal chemistry, whether in academia, industry, or research. Acknowledgments The creation of this practical book would not have been possible without the invaluable contributions of many individuals. We extend our sincere gratitude to the authors, contributors, reviewers, and laboratory personnel who dedicated their time and expertise to ensure the quality and relevance of the content. How to Use This Manual? Before starting each experiment, we recommend reading the corresponding theoretical background to reinforce your understanding of the concepts being applied. Follow the step-by-step procedures carefully, and don't hesitate to ask questions or seek guidance from your instructors. We hope this practical book serves as a valuable resource in your journey through the fascinating world of medicinal chemistry. May your experiments be successful and contribute to the advancement of this critical field.
The two-volume set LNCS 3522 and 3523 constitutes the refereed proceedings of the Second Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2005, held in Estoril, Portugal in June 2005. The 170 revised full papers presented were carefully reviewed and selected from 292 submissions. The papers are organized in topical sections on computer vision, shape and matching, image and video processing, image and video coding, face recognition, human activity analysis, surveillance, robotics, hardware architectures, statistical pattern recognition, syntactical pattern recognition, image analysis, document analysis, bioinformatics, medical imaging, biometrics, speech recognition, natural language analysis, and applications.
Microbe Microbe THIRD EDITION Brings the excitement, breadth, and power of the modern microbial sciences to the next generation of students and scientists. This third edition of the bestselling Microbe textbook is an eloquent and highly readable introduction to microbiology that will engage and excite science majors and pre-health professionals. The authors have carefully crafted a lively narrative with stunning, detailed illustrations to bring key concepts to life and promote a lifelong passion for the microbial sciences. Microbe is replete with case studies, ranging from a MRSA (methicillin-resistant Staphylococcus aureus) outbreak in an NFL locker room to the search for life outside of Earth, that illustrate relevant microbiology concepts in real-world scenarios. To further engage students and deepen their understanding of both the principles and practice of science, each chapter includes activities that encourage students to demonstrate and apply their knowledge of the topics presented. Questions are posed throughout each chapter to introduce important subjects and to prompt students to actively participate in the learning experience. This new edition also features highlight boxes exploring the varied roles and applications of microbes at work in our world as well as profiles of the diverse array of individuals who work in and adjacent to the field of microbiology. An equally valuable tool for instructors of all classroom modalities, Microbe integrates key concepts, learning outcomes, and fundamental statements directly from the ASM Curriculum Guidelines for Undergraduate Microbiology. The new edition also provides robust instructor materials, including slides with figures and tables from the text, access to more than 250 peer-reviewed questions for microbiology education, and an instructors’ manual featuring answers for end-of-chapter questions as well as supplemental exercises and resources to challenge students to dig deeper into their understanding of the material. "This is a fantastic text that makes microbiology accessible to students. The new edition highlights a One Health perspective and the impact of microbiology on society and the human experience. The stories of Microbiologists at Work reflect the diversity of individuals making contributions to the field through a range of career paths. The conversational, engaging writing style; the learning outcomes that provide roadmaps for guided reading; and the clear, concise figures make this a text my students enjoy." —Mary E. Allen, Professor of Biology & Coordinator of Academic Assessment, Hartwick College "Microbe is one of the best undergraduate textbooks I have used to teach microbial metabolism. It has the perfect mix of examples from both the research literature and the real world for explaining challenging concepts to students. The new human gut microbiome chapter is amazing and does a great job of tying in concepts students learn in earlier chapters." —Kersten Schroeder, Assistant Professor of Medicine, Burnett School of Biomedical Sciences-College of Medicine, University of Central Florida
The Chemistry of the Actinides contains selected chapters from the Comprehensive Inorganic Chemistry to meet the needs of certain specialists in this field. The book describes the 14 elements after actinium in the Periodic Table, known as the actinide elements or the 5f transition series. The book notes the occurrence, separation, chemical properties, chemical structures, and preparation of the metals. In a discussion of analytical chemistry, the radioactive properties of the actinides and the lanthanides are compared. The text then describes the nuclear or radiochemical records and chemical properties of the different members of the actinide series such as thorium, uranium, plutonium, and einsteinium. The book also explains the differences between the 5f shell and the 4f shell. One paper then discusses the groups of alloy compounds, including rare earths and intra-actinides. Another paper examines the general properties of actinide ions as to their electronic structure and oxidation states; the stability and preparation of the different oxidation states; and the applicability of solvent extraction in separating and purifying various substances. The text is suitable for researchers in organic chemistry, nuclear and atomic physicists, scientists, and academicians whose work involves radioactive materials.
Addresses various ways computability and theoretical computer science enable scientists and philosophers to deal with mathematical and real-world issues. This book covers problems related to logic, mathematics, physical processes, real computation and learning theory.
This book presents a unified theory of convex functions, sets, and set-valued mappings in topological vector spaces with its specifications to locally convex, Banach and finite-dimensional settings. These developments and expositions are based on the powerful geometric approach of variational analysis, which resides on set extremality with its characterizations and specifications in the presence of convexity. Using this approach, the text consolidates the device of fundamental facts of generalized differential calculus to obtain novel results for convex sets, functions, and set-valued mappings in finite and infinite dimensions. It also explores topics beyond convexity using the fundamental machinery of convex analysis to develop nonconvex generalized differentiation and its applications. The text utilizes an adaptable framework designed with researchers as well as multiple levels of students in mind. It includes many exercises and figures suited to graduate classes in mathematical sciences that are also accessible to advanced students in economics, engineering, and other applications. In addition, it includes chapters on convex analysis and optimization in finite-dimensional spaces that will be useful to upper undergraduate students, whereas the work as a whole provides an ample resource to mathematicians and applied scientists, particularly experts in convex and variational analysis, optimization, and their applications.
Plant Secondary Metabolism presents a basic understanding of the origin of the compounds, the nature of the precursors involved, and the basic reactions, mechanisms, and stereochemistry. The origin of groups of secondary metabolites is linked to evolutionary principles, and their biological activity is viewed in a context of chemical ecology. Topics are treated comprehensively, enabling the reader to understand not only a particular group of compounds, but also how each group fits into the whole. In addition, the text allows readers to systematically survey various secondary metabolites and gain a quick working knowledge, which can be applied to problems in a particular field. Those researchers and students who will be most intrigued by this publication's broad overview on plant secondary metabolites come from a diverse range of disciplines, including agronomy, anthropology, biochemistry, biology, botany, chemistry, ecology, entomology, food science, forestry, geology, horticulture, pharmacognosy, plant biology, plant sciences, toxicology, and zoology.
This updated edition of this classic book is devoted to ordinary representation theory and is addressed to finite group theorists intending to study and apply character theory. It contains many exercises and examples, and the list of problems contains a number of open questions.
Gendun Chopel is considered the most important Tibetan intellectual of the twentieth century. His life spanned the two defining moments in modern Tibetan history: the entry into Lhasa by British troops in 1904 and by Chinese troops in 1951. Recognized as an incarnate lama while he was a child, Gendun Chopel excelled in the traditional monastic curriculum and went on to become expert in fields as diverse as philosophy, history, linguistics, geography, and tantric Buddhism. Near the end of his life, before he was persecuted and imprisoned by the government of the young Dalai Lama, he would dictate the Adornment for Nagarjuna’s Thought, a work on Madhyamaka, or “Middle Way,” philosophy. It sparked controversy immediately upon its publication and continues to do so today. The Madman’s Middle Way presents the first English translation of this major Tibetan Buddhist work, accompanied by an essay on Gendun Chopel’s life liberally interspersed with passages from his writings. Donald S. Lopez Jr. also provides a commentary that sheds light on the doctrinal context of the Adornment and summarizes its key arguments. Ultimately, Lopez examines the long-standing debate over whether Gendun Chopel in fact is the author of the Adornment; the heated critical response to the work by Tibetan monks of the Dalai Lama’s sect; and what the Adornment tells us about Tibetan Buddhism’s encounter with modernity. The result is an insightful glimpse into a provocative and enigmatic workthatwill be of great interest to anyone seriously interested in Buddhism or Asian religions.
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