Practical Data Processing and Analysis Using R

This book examines several contentious and under-studied criminal career issues using one of the world's most important longitudinal studies, the Cambridge Study in Delinquent Development (CSDD), a longitudinal study of 411 South London boys followed in criminal records to age 40. The analysis reported in the book explores issues related to prevalence, offending frequency, specialization, onset sequences, co-offending, chronicity, career length, and trajectory estimation. The results of the study are considered in the context of developmental/life-course theories, and the authors outline an agenda for criminal career research generally, and within the context of the CSDD specifically.

Aimed at an audience of researchers and graduate students in computational geometry and algorithm design, this book uses the Geometric Spanner Network Problem to showcase a number of useful algorithmic techniques, data structure strategies, and geometric analysis techniques with many applications, practical and theoretical. The authors present rigorous descriptions of the main algorithms and their analyses for different variations of the Geometric Spanner Network Problem. Though the basic ideas behind most of these algorithms are intuitive, very few are easy to describe and analyze. For most of the algorithms, nontrivial data structures need to be designed, and nontrivial techniques need to be developed in order for analysis to take place. Still, there are several basic principles and results that are used throughout the book. One of the most important is the powerful well-separated pair decomposition. This decomposition is used as a starting point for several of the spanner constructi

This book examines several contentious and under-studied criminal career issues using one of the world's most important longitudinal studies, the Cambridge Study in Delinquent Development (CSDD), a longitudinal study of 411 South London boys followed in criminal records to age 40. The analysis reported in the book explores issues related to prevalence, offending frequency, specialization, onset sequences, co-offending, chronicity, career length, and trajectory estimation. The results of the study are considered in the context of developmental/life-course theories, and the authors outline an agenda for criminal career research generally, and within the context of the CSDD specifically.

Where did SARS come from? Have we inherited genes from Neanderthals? How do plants use their internal clock? The genomic revolution in biology enables us to answer such questions. But the revolution would have been impossible without the support of powerful computational and statistical methods that enable us to exploit genomic data. Many universities are introducing courses to train the next generation of bioinformaticians: biologists fluent in mathematics and computer science, and data analysts familiar with biology. This readable and entertaining book, based on successful taught courses, provides a roadmap to navigate entry to this field. It guides the reader through key achievements of bioinformatics, using a hands-on approach. Statistical sequence analysis, sequence alignment, hidden Markov models, gene and motif finding and more, are introduced in a rigorous yet accessible way. A companion website provides the reader with Matlab-related software tools for reproducing the steps de

How to use ‧ Create workbooks more efficiently using a new results-oriented interface ‧ Use data-analysis tools and techniques for better decision making ‧ Use organizing, proc

The control of vibrating systems is a significant issue in the design of aircraft, spacecraft, bridges and high-rise buildings. This 2001 book discusses the control of vibrating systems, integrating structural dynamics, vibration analysis, modern control and system identification. Integrating these subjects is an important feature in that engineers will need only one book, rather than several texts or courses, to solve vibration control problems. The book begins with a review of basic mathematics needed to understand subsequent material. Chapters then cover more recent and valuable developments in aerospace control and identification theory, including virtual passive control, observer and state-space identification, and data-based controller synthesis. Many practical issues and applications are addressed, with examples showing how various methods are applied to real systems. Some methods show the close integration of system identification and control theory from the state-space perspec

This book is based on a substantial collection of video recordings of everyday medical consultations in the UK, and offers a micro-analysis of the visual and vocal aspects of the interaction between doctors and patients. Using actual examples, accompanied by numerous illustrations, Christian Heath explores the moment-by-moment coordination of body movement and speech by and between doctor and patient. He discusses various aspects of medical examination, leave-taking, and the ways in which the participants sustain each other's attention. He also raises certain practical issues of medical work, such as the use of records and computers during the consultation, and the impact of 'bureaucratic' demands on the flow of information between doctor and patient. The book reveals the delicacy and precision which enter into the articulation and synchrony of visual behaviour and speech, and throws light on the systematics - the social organization - underlying the seeming minutiae of everyday life.

The main contribution of the work is to offer a comprehensive history of the English East India Company during the century 1660–1760. It also examines the commercial economy of the Asian countries in which the Company traded and its political relations with Asian princes. Finally, it is a study of business and economic decision-making under pre-modern conditions. The book is based on an extensive analysis of the quantitative and qualitative material available in the Company's archives. The data-processing of the quantitative evidence and its subsequent statistical analysis was carried out on a computer, and the book contains comprehensive tables on the volume and value of the Company's trade, prices of commercial goods, and on monetary and financial history. The extensive scope of the book and its consideration not only of the Company but of the economies in which it operated make it essential reading for all concerned with the economic history of the period, both of Europe and Asia. T

The lexicon is now a major focus of research in computational linguistics and natural language processing (NLP), as more linguistic theories concentrate on the lexicon and as the acquisition of an adequate vocabulary has become the chief bottleneck in developing practical NLP systems. This collection describes techniques of lexical representation within a unification-based framework and their linguistic application, concentrating on the issue of structuring the lexicon using inheritance and defaults. Topics covered include typed feature structures, default unification, lexical rules, multiple inheritance and non-monotonic reasoning. The contributions describe both theoretical results and implemented languages and systems, including DATR, the Stuttgart TFS and ISSCO's ELU. This book arose out of a workshop on default inheritance in the lexicon organized as a part of the Esprit ACQUILEX project on computational lexicography. Besides the contributed papers mentioned above, it contains a

"This book integrates data management in databases with intelligent data processing and analysis in artificial intelligence. It challenges today's database technology and promotes its evolution"--Prov

The management of clinical data, from its collection to its extraction for analysis, has become a critical element in the steps to prepare a regulatory submission and to obtain approval to market a tr

The problems of making inferences about the natural world from noisy observations and imperfect theories occur in almost all scientific disciplines. This 2006 book addresses these problems using examples taken from geophysical fluid dynamics. It focuses on discrete formulations, both static and time-varying, known variously as inverse, state estimation or data assimilation problems. Starting with fundamental algebraic and statistical ideas, the book guides the reader through a range of inference tools including the singular value decomposition, Gauss-Markov and minimum variance estimates, Kalman filters and related smoothers, and adjoint (Lagrange multiplier) methods. The final chapters discuss a variety of practical applications to geophysical flow problems. Discrete Inverse and State Estimation Problems is an ideal introduction to the topic for graduate students and researchers in oceanography, meteorology, climate dynamics, and geophysical fluid dynamics. It is also accessible to a

This book provides a highly illustrated and comprehensive account of the diseases of the human bone marrow. It will help experienced clinicians and those in training to answer the practical diagnostic questions that arise during the routine analysis of bone marrow core biopsy specimens. Throughout the text, histologic interpretation is integrated with clinical and laboratory findings. Emphasis is placed on the evaluation of peripheral blood, aspirate smear, clot section and core biopsy, as well as ancillary techniques including flow cytometry and immunohistochemistry in the diagnosis of hematologic disorders of the marrow. The text is illustrated with numerous color figures, charts and tables, and descriptions of real case situations using the most up-to-date classification systems. Illustrated Pathology of Bone Marrow should be read by all pathologists, hematologists and laboratory technicians involved in the analysis of bone marrow specimens.

Geographical Information Systems has moved from the domain of the computer specialist into the wider archaeological community, providing it with an exciting new research method. This clearly written but rigorous book provides a comprehensive guide to that use. Topics covered include: the theoretical context and the basics of GIS; data acquisition including database design; interpolation of elevation models; exploratory data analysis including spatial queries; statistical spatial analysis; map algebra; spatial operations including the calculation of slope and aspect, filtering and erosion modeling; methods for analysing regions; visibility analysis; network analysis including hydrological modeling; the production of high quality output for paper and electronic publication; and the use and production of metadata. Offering an extensive range of archaeological examples, it is an invaluable source of practical information for all archaeologists, whether engaged in cultural resource manageme

Neutron scattering is an extremely powerful tool in the study of elemental excitations in condensed matter. This book provides a practical guide to basic techniques using a triple-axis spectrometer. Introductory chapters summarize useful scattering formulas and describe the components of a spectrometer, followed by a comprehensive discussion of the resolution function and focusing effects. Later sections include simple examples of phonon and magnon measurements, and an analysis of spurious effects in both inelastic and elastic measurements, and how to avoid them. Finally, polarization analysis techniques and their applications are covered. This guide will allow graduate students and experienced researchers new to neutron scattering to make the most efficient use of their experimental time.

Remote Sensing of Landscapes with Spectral Images describes how to process and interpret spectral images using physical models to bridge the gap between the engineering and theoretical sides of remote-sensing and the world that we encounter when we venture outdoors. The emphasis is on the practical use of images rather than on theory and mathematical derivations. Examples are drawn from a variety of landscapes and interpretations are tested against the reality seen on the ground. The reader is led through analysis of real images (using figures and explanations); the examples are chosen to illustrate important aspects of the analytic framework. This textbook will form a valuable reference for graduate students and professionals in a variety of disciplines including ecology, forestry, geology, geography, urban planning, archaeology and civil engineering. It is supplemented by a website hosting digital colour versions of figures in the book as well as ancillary images: www.cambridge.org/

The last twenty years have seen a resurgence of interest in human evolution in many aspects. A distinction can be made between 'narrow' (general acceptance that human evolution occurred, historically) and 'broad' (evolutionary ideas that stretch much further into all aspects of humanity, past and present) human evolution. The broad perspective is beginning to make its presence felt, for example, through the developments in evolutionary genetics, evolutionary psychology and behavioural ecology. There must, therefore, be, among the variety of human adaptations, natures and behaviours, phenomena which are not susceptible to an evolutionary analysis, which are beyond the bounds of evolution. The problem is, though, that we do not really know where that boundary lies. Here, the limits of human evolution are explored, using two approaches - first, finding where humans 'fit' the expectations of evolutionary principles; and second, applying evolutionary methods to particular human contexts, wh

The fully updated Fourth Edition of this comprehensive clinical reference summarizes the latest data on hundreds of drug and device-based therapies and offers practical, evidence-based guidelines and

This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatment of the problem of predicting individual sequences. Unlike standard statistical approaches to forecasting, prediction of individual sequences does not impose any probabilistic assumption on the data-generating mechanism. Yet, prediction algorithms can be constructed that work well for all possible sequences, in the sense that their performance is always nearly as good as the best forecasting strategy in a given reference class. The central theme is the model of prediction using expert advice, a general framework within which many related problems can be cast and discussed. Repeated game playing, adaptive data compression, sequential investment in the stock market, sequential pattern analysis, and several other problems are viewed as instances of the experts' framework and analyzed from a common nonstochastic standpoint that o

Charge-Coupled Devices (CCDs) are the state-of-the-art detector in many fields of observational science. Updated to include all of the latest developments in CCDs, this second edition of the Handbook of CCD Astronomy is a concise and accessible reference on all practical aspects of using CCDs. Starting with their electronic workings, it discusses their basic characteristics and then gives methods and examples of how to determine these values. While the book focuses on the use of CCDs in professional observational astronomy, advanced amateur astronomers, and researchers in physics, chemistry, medical imaging, and remote sensing will also find it very valuable. Tables of useful and hard-to-find data, key practical equations, and new exercises round off the book and ensure that it provides an ideal introduction to the practical use of CCDs for graduate students, and a handy reference for more experienced users.

This study demonstrates that in a time of massive change characterized by the emergence of entirely new political systems and a fundamental reorganization of economic life, systematic patterns of economic conditions affecting election results at the aggregate level can in fact be identified during the first decade of post-communist elections in five post-communist countries: Russia, Poland, Hungary, Slovakia, and the Czech Republic. A variety of theoretical arguments concerning the conditions in which these effects are more or less likely to be present are also proposed and tested. Analysis is conducted using an original data set of regional level economic, demographic, and electoral indicators, and features both broadly based comparative assessments of the findings across all twenty elections as well as more focused case study analyses of pairs of individual elections.

Designed for those beginning to study linguistics, this is a lively introduction to two key aspects of the structure of language: syntax (the structure of sentences) and morphology (the structure of words). It shows students in a step-by-step fashion how to analyze the syntax and morphology of any language, by clearly describing the basic methods and techniques, and providing almost 100 practical exercises based on data from a rich variety of the world's languages. Written in an engaging style and complete with a comprehensive glossary, Exploring Language Structure explains linguistic concepts by using clear analogies from everyday life. It introduces a range of essential topics in syntax and morphology, such as rules, categories, word classes, grammatical relations, multi-clause constructions and typology. Providing a solid foundation in morphology and syntax, this is the perfect introductory text for beginning students, and will fully prepare them for more advanced courses in lingui

This study demonstrates that in a time of massive change characterized by the emergence of entirely new political systems and a fundamental reorganization of economic life, systematic patterns of economic conditions affecting election results at the aggregate level can in fact be identified during the first decade of post-communist elections in five post-communist countries: Russia, Poland, Hungary, Slovakia, and the Czech Republic. A variety of theoretical arguments concerning the conditions in which these effects are more or less likely to be present are also proposed and tested. Analysis is conducted using an original data set of regional level economic, demographic, and electoral indicators, and features both broadly based comparative assessments of the findings across all twenty elections as well as more focused case study analyses of pairs of individual elections.

The authors have endeavoured to put together their own theoretical and practical guide to analysis of variance (ANOVA) for the use of students and researchers who have not had a formal course in this

Conversations between AIDS counsellors and their clients bring delicate and potentially threatening issues into play. In this study Anssi Peräkylä applies the principles of conversation analysis to his exploration of AIDS counselling, using data from video-recorded counselling sessions in a London teaching hospital. He meticulously analyses this data to show how various questioning techniques, in this case arising from the Milan School Family Systems theory, operate in these situations, and how counsellors attempt through the design and placement of their questions to achieve the cooperation of their clients, with varying success. His conclusions provide a timely and illuminating insight into the management of a sensitive topic through various techniques of indirectness.

Using recently declassified sources, this book provides the first detailed analysis of British and American propaganda in the Middle East during the years immediately following the end of the

Engineering and Product Development Management is a practical guide to the components of engineering management, using a holistic approach. It will help engineers and managers understand what they have to do to improve the product development process by deploying new technology and new methods of working in concurrent teams. The book takes elements from six well known and understood bodies of knowledge and integrates them into a holistic approach: integrated product development, project management, process management, systems engineering, product data management, and organizational change management. These elements are framed within an overall enterprise-wide architecture. The techniques discussed in this book work for both huge multinational organizations and smaller enterprises. The emphasis throughout is on practical tools which will be invaluable for engineers, managers, and consultants responsible for project and product development.

Correlation is a robust and general technique for pattern recognition and is used in many applications, such as automatic target recognition, biometric recognition and optical character recognition. The design, analysis and use of correlation pattern recognition algorithms requires background information, including linear systems theory, random variables and processes, matrix/vector methods, detection and estimation theory, digital signal processing and optical processing. This book provides a needed review of this diverse background material and develops the signal processing theory, the pattern recognition metrics, and the practical application know-how from basic premises. It shows both digital and optical implementations. It also contains technology presented by the team that developed it and includes case studies of significant interest, such as face and fingerprint recognition. Suitable for graduate students taking courses in pattern recognition theory, whilst reaching technical

A considerable proportion of our everyday language is 'formulaic'. It is predictable in form, idiomatic, and seems to be stored in fixed, or semi-fixed, chunks. This book explores the nature and purposes of formulaic language, and looks for patterns across the research findings from the fields of discourse analysis, first language acquisition, language pathology and applied linguistics. It gradually builds up a unified description and explanation of formulaic language as a linguistic solution to a larger, non-linguistic, problem, the promotion of self. The book culminates in a new model of lexical storage, which accommodates the curiosities of non-native and aphasic speech. Parallel analytic and holistic processing strategies are the proposed mechanism which reconciles, on the one hand, our capacity for understanding and producing novel constructions using grammatical knowledge and small lexical units, and on the other, our use of prefabricated material which, though less flexible, als

Do you have data that is not normally distributed and don't know how to analyze it using generalized linear models (GLM)? Beginning with a discussion of fundamental statistical modeling concepts in a

When a structure is put under an increasing compressive load, it becomes unstable and buckling occurs. Buckling is a particularly significant concern in designing shell structures such as aircraft, automobiles, ships, or bridges. This book discusses stability analysis and buckling problems and offers practical tools for dealing with uncertainties that exist in real systems. The techniques are based on two complementary theories which are developed in the text. First, the probabilistic theory of stability is presented, with particular emphasis on reliability. Both theoretical and computational issues are discussed. Secondly, the authors present the alternative to probability based on the notion of 'anti-optimization', a theory that is valid when the necessary information for probabilistic analysis is absent, that is, when only scant data are available. Design engineers, researchers, and graduate students in aerospace, mechanical, marine, and civil engineering who are concerned with iss

Many physical anthropologists study populations using data that come primarily from the historical record. For this volume's authors, the classic anthropological 'field' is not the glamour of an exotic locale, but the sometimes tedium of the dusty back rooms of libraries, archives and museum collections. This book tells of the way in which archival data inform anthropological questions about human biology and health. The authors present a diverse array of human biological evidence from a variety of sources including the archaeological record, medical collections, church records, contemporary health and growth data and genetic information from the descendants of historical populations. The papers demonstrate how the analysis of historical documents expands the horizons of research in human biology, extends the longitudinal analysis of microevolutionary and social processes into the present and enhances our understanding of the human condition.

Measuring Computer Performance sets out the fundamental techniques used in analyzing and understanding the performance of computer systems. Throughout the book, the emphasis is on practical methods of measurement, simulation, and analytical modeling. The author discusses performance metrics and provides detailed coverage of the strategies used in benchmark programmes. He gives intuitive explanations of the key statistical tools needed to interpret measured performance data. He also describes the general 'design of experiments' technique, and shows how the maximum amount of information can be obtained for the minimum effort. The book closes with a chapter on the technique of queueing analysis. Appendices listing common probability distributions and statistical tables are included, along with a glossary of important technical terms. This practically-oriented book will be of great interest to anyone who wants a detailed, yet intuitive, understanding of computer systems performance analysi

This unique publication summarises fifty years of Russian research on shock compression of condensed matter using chemical and nuclear explosions. This information, and the equations of state derived from it, have important applications in physics, materials science and engineering. An introductory chapter describes the importance of Russian experiments in a global context. The second chapter describes the experimental devices used. Following chapters summarise the results of experiments on pure metals, metal alloys and compounds, minerals, rocks, organic solids and liquids. The book covers experiments with pressures ranging from 2.5 GPa to 1 TPa using chemical explosives in laboratory conditions and to 10 TPa in underground nuclear tests. Attention is given to theoretical aspects, experimental problems, and data analysis. The data in this book are quite unique as, with the cessation of large scale underground nuclear tests, it will be some time before similar pressures can be generate

Extreme environmental events, such as floods, droughts, rainstorms and high winds, have severe consequences for human society. Regional frequency analysis helps to solve the problem of estimating the frequency of these rare events at one site, by using data from several sites. This book is the first complete account of the L-moment approach to regional frequency analysis. Regional Frequency Analysis comprehensively describes the theoretical background to the subject, is rich in practical advice for users, and contains detailed examples that illustrate the approach. This book will be of great value to hydrologists, atmospheric scientists and civil engineers, concerned with environmental extremes.

Orbiting spacecraft provide a valuable laboratory for experiments on physical and biological systems in a reduced gravity environment. Materials processing experiments have commonly involved the growth of crystals from the melt or solution, and the processing of alloys and composites. Biological experiments have been performed on a variety of subjects, including protein crystal growth, bio-reactors, and the adaptation of humans to extended periods of weightlessness. In these studies, fluid masses containing bubbles and drops are encountered routinely. This 2001 book provides a clear, thorough review of the motion of bubbles and drops in reduced gravity, particularly motion caused by variations in interfacial tension arising from temperature gradients on their surfaces. The emphasis is on theoretical analysis from first principles; experimental results are discussed and compared with predictions where appropriate. Students and researchers interested in fluid mechanics in reduced gravit

How is the staggering biodiversity of the parasitoid insects maintained? This book, first published in 1994, explores patterns in host-parasitoid interactions, including parasitoid community richness, the importance of parasitoids as mortality factors, and their impact on host densities as determined by the outcomes of parasitoid introductions for biological control. It documents general patterns using data sets generated from the global literature and evaluates potential underlying biological, ecological and evolutionary mechanisms. A theme running throughout the book is the importance of host refuges as a major constraint on host-parasitoid interactions. Much can be learnt from the analysis of broad patterns; a few simple rules can go a long way in explaining the major components of these interactions. This book will be an invaluable resource for researchers interested in community ecology, population biology, entomology and biological control.

Provides information on using Microsoft Excel to analyze data, perform computations, and display charts to keep track of one's personal finance and investments.

*注意：此書為POD (Print on Demond)少量印製 Many of us are spending more and more time using emails, especially at work. This practical guide steers you through all the basics and 'netiquette' of emailing strang

Originally published in 2005, Weather Derivative Valuation covers all the meteorological, statistical, financial and mathematical issues that arise in the pricing and risk management of weather derivatives. There are chapters on meteorological data and data cleaning, the modelling and pricing of single weather derivatives, the modelling and valuation of portfolios, the use of weather and seasonal forecasts in the pricing of weather derivatives, arbitrage pricing for weather derivatives, risk management, and the modelling of temperature, wind and precipitation. Specific issues covered in detail include the analysis of uncertainty in weather derivative pricing, time-series modelling of daily temperatures, the creation and use of probabilistic meteorological forecasts and the derivation of the weather derivative version of the Black-Scholes equation of mathematical finance. Written by consultants who work within the weather derivative industry, this book is packed with practical informati