Practical Data Processing and Analysis Using R

This book argues that military education was an important institution in the development of the southern middle class as a regional group and as part of the national middle class in the late antebellum years. It explores class formation, professionalization, and social mobility in the 1840s and 1850s, using this data to define the middle class on a national level, while also identifying regionally specific characteristics of the emerging southern middle class. Green argues that the significance of antebellum military education is, first, that it illuminates the emerging southern middle class, a group difficult to locate and differentiate; second, it offered social stability or mobility; finally, it explicitly linked middle-class stability or mobility to the ongoing national professionalization of teachers. Ultimately, these schools demonstrate that educational opportunity and reform took place in the antebellum South and that schooling aided southerners in social mobility.

The European Molecular Biology Open Software Suite (EMBOSS) is a well established, high quality package of open source software tools for molecular biology. It includes over 200 applications for molecular sequence analysis and general bioinformatics including sequence alignment, rapid database searching and sequence retrieval, motif identification and pattern analysis and much more. The EMBOSS User's Guide is the official and definitive guide to the package, containing comprehensive information and practical instructions from the people who developed it: • No prior experience with EMBOSS necessary • Set up and maintenance - get up and running quickly • Hands-on tutorial - learn EMBOSS the easy way, by working through practical examples • Data types and file formats - learn about the biological data that can be manipulated and analysed • In-depth explanation of the EMBOSS command line - learn advanced 'power user' features • Practical guides to popular EMBOSS GUIs (wEMBOSS and Jemboss)

This advanced textbook on modeling, data analysis and numerical techniques for marine science has been developed from a course taught by the authors for many years at the Woods Hole Oceanographic Institute. The first part covers statistics: singular value decomposition, error propagation, least squares regression, principal component analysis, time series analysis and objective interpolation. The second part deals with modeling techniques: finite differences, stability analysis and optimization. The third part describes case studies of actual ocean models of ever increasing dimensionality and complexity, starting with zero-dimensional models and finishing with three-dimensional general circulation models. Throughout the book hands-on computational examples are introduced using the MATLAB programming language and the principles of scientific visualization are emphasised. Ideal as a textbook for advanced students of oceanography on courses in data analysis and numerical modeling, the boo

Biophysical models have been used in biology for decades, but they have been limited in scope and size. In this book, Bernhard Ø. Palsson shows how network reconstructions that are based on genomic and bibliomic data, and take the form of established stoichiometric matrices, can be converted into dynamic models using metabolomic and fluxomic data. The Mass Action Stoichiometric Simulation (MASS) procedure can be used for any cellular process for which data is available and allows a scalable step-by-step approach to the practical construction of network models. Specifically, it can treat integrated processes that need explicit accounting of small molecules and protein, which allows simulation at the molecular level. The material has been class-tested by the author at both the undergraduate and graduate level. All computations in the text are available online in MATLAB® and Mathematica® workbooks, allowing hands-on practice with the material.

Computational Intelligence (CI) community has developed hundreds of algorithms for intelligent data analysis, but still many hard problems in computer vision, signal processing or text and multimedia

This 2002 introduction to the use of radar for remote sensing of natural surfaces provides the reader with a thorough grounding in practical applications, focusing particularly on terrestrial studies that may be extended to other planets. An historical overview of the subject is followed by an introduction to the nomenclature and methodology pertaining to radar data collection, image interpretation and surface roughness analysis. The author then presents a summary (illustrated with black and white examples from the natural environment) of theoretical explanations for the backscatter properties of continuous rough surfaces, collections of discrete objects, and layered terrain. Case studies of radar surveys of the Moon, Mercury, Venus and Mars complete the book. The level is appropriate for students and professionals across a broad range of scientific disciplines including Earth and planetary sciences, electrical engineering, and remote sensing. Particular emphasis is given to practical

With a focus on data analysis and probability, a guide to using leveled texts to differentiate instruction in mathematics offers fifteen different topics with high-interest text written at four differ

Uzi Rebhun provides the reader with a thorough description and analysis of the multifaceted nature of Jewish internal migration in the United States. Using data from the 1990 and 2000 NJPS, and throug

Image registration employs digital image processing in order to bring two or more digital images into precise alignment for analysis and comparison. Accurate registration algorithms are essential for creating mosaics of satellite images and tracking changes on the planet's surface over time. Bringing together invited contributions from thirty-six distinguished researchers, the book presents a detailed overview of current research and practice in the application of image registration to remote sensing imagery. Chapters cover the problem definition, theoretical issues in accuracy and efficiency, fundamental algorithms, and real-world case studies of image registration software applied to imagery from operational satellite systems. This book provides a comprehensive and practical overview for Earth and space scientists, presents image processing researchers with a summary of current research, and can be used for specialised graduate courses.

Many geological features of the Earth's lithosphere create variations in the Earth's magnetic field that can be detected by satellites. The resulting magnetic anomaly maps can provide insights into the tectonic features and broad structures of the lithosphere. This book, which was originally published in 1998, documents the acquisition, reduction and analysis of satellite magnetic field data in the study of the Earth's lithosphere. The text considers issues of interpreting data, summarises various interpretation methods, considers rock magnetism concepts and sources of variation in magnetism, and provides a summary of published maps and the various methods used to create them. Mapping and interpreting lithospheric fields from satellite magnetic data has resulted in the sub-discipline of geomagnetism. Advanced students and researchers will find this book to be of interest.

This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the negative binomial model and its many variations, nearly every model discussed in the literature is addressed. The theoretical and distributional background of each model is discussed, together with examples of their construction, application, interpretation and evaluation. Complete Stata and R codes are provided throughout the text, with additional code (plus SAS), derivations and data provided on the book's website. Written for the practising researcher, the text begins with an examination of risk and rate ratios, and of the estimating algorithms used to model count data. The book then gives an in-depth analysis of Poisson regression and an evaluation of the meaning and nature of overdispersion, followed by a comprehensive analysis of the negative binomial distribution and of its parameterizations into various models for evaluatin

This much-needed work on ethnicity in Asia offers a major sociological analysis of Hui Muslims in contemporary China. Using both qualitative and quantitative data derived from fieldwork in Lanzhou bet

Building on the success of the first edition and bringing together contributions from a range of experts in the field, the second edition of this guide to research on wild primates covers the latest advances in the field, including new information on field experiments and measuring behaviour. It provides essential information and advice on the technical and practical aspects of both field and laboratory methods, covering topics such as ethnoprimatology; remote sensing; GPS and radio-tracking; trapping and handling; dietary ecology; and non-invasive genetics and endocrinology. This integrated approach opens up new opportunities to study the behavioural ecology of some of the most endangered primates and to collect information on previously studied populations. Chapters include methodological techniques; instructions on collecting, processing and preserving samples/data for later analysis; ethical considerations; comparative costs; and further reading, making this an invaluable tool for

Building on the success of the first edition and bringing together contributions from a range of experts in the field, the second edition of this guide to research on wild primates covers the latest advances in the field, including new information on field experiments and measuring behaviour. It provides essential information and advice on the technical and practical aspects of both field and laboratory methods, covering topics such as ethnoprimatology; remote sensing; GPS and radio-tracking; trapping and handling; dietary ecology; and non-invasive genetics and endocrinology. This integrated approach opens up new opportunities to study the behavioural ecology of some of the most endangered primates and to collect information on previously studied populations. Chapters include methodological techniques; instructions on collecting, processing and preserving samples/data for later analysis; ethical considerations; comparative costs; and further reading, making this an invaluable tool for

This practical coursebook introduces all the basics of modern syntactic analysis in a simple step-by-step fashion. Each unit is constructed so that the reader discovers new ideas, formulates hypotheses and practises fundamentals. The reader is presented with short sections of explanation with examples, followed by practice exercises. Feedback and comment sections follow to enable students to monitor their progress. No previous background in syntax is assumed. Students move through all the key topics in the field including features, rules of combination and displacement, empty categories, and subcategorization. The theoretical perspective in this work is unique, drawing together the best ideas from three major syntactic frameworks (minimalism, HPSG and LFG). Students using this book will learn fundamentals in such a way that they can easily go on to pursue further study in any of these frameworks.

Writing for advanced undergraduate or beginning graduate students of finance, Lim (Singapore Management U.) introduces financial valuation and financial data analysis using econometric methods. There

This practical coursebook introduces all the basics of modern syntactic analysis in a simple step-by-step fashion. Each unit is constructed so that the reader discovers new ideas, formulates hypotheses and practises fundamentals. The reader is presented with short sections of explanation with examples, followed by practice exercises. Feedback and comment sections follow to enable students to monitor their progress. No previous background in syntax is assumed. Students move through all the key topics in the field including features, rules of combination and displacement, empty categories, and subcategorization. The theoretical perspective in this work is unique, drawing together the best ideas from three major syntactic frameworks (minimalism, HPSG and LFG). Students using this book will learn fundamentals in such a way that they can easily go on to pursue further study in any of these frameworks.

This book examines applications of computational intelligence, emphasizing fuzzy techniques, to issues in measurement, analysis and control of Internet traffic. Covers data mining and control problems

Embracing a sociocultural perspective on human cognition and employing an array of methodological tools for data collection and analysis, this volume documents the complexities of second language teac

Embracing a sociocultural perspective on human cognition and employing an array of methodological tools for data collection and analysis, this volume documents the complexities of second language teac

This book has focussed on different aspects of smart sensors and sensing technology, i.e. intelligent measurement, information processing, adaptability, recalibration, data fusion, validation, high r

The field of machine learning has matured to the point where many sophisticated learning approaches can be applied to practical applications. Thus it is of critical importance that researchers have the proper tools to evaluate learning approaches and understand the underlying issues. This book examines various aspects of the evaluation process with an emphasis on classification algorithms. The authors describe several techniques for classifier performance assessment, error estimation and resampling, obtaining statistical significance as well as selecting appropriate domains for evaluation. They also present a unified evaluation framework and highlight how different components of evaluation are both significantly interrelated and interdependent. The techniques presented in the book are illustrated using R and WEKA, facilitating better practical insight as well as implementation. Aimed at researchers in the theory and applications of machine learning, this book offers a solid basis for c

Thin films are widely used in the electronic device industry. As the trend for miniaturization of electronic devices moves into the nanoscale domain, the reliability of thin films becomes an increasing concern. Building on the author's previous book, Electronic Thin Film Science by Tu, Mayer and Feldman, and based on a graduate course at UCLA given by the author, this new book focuses on reliability science and the processing of thin films. Early chapters address fundamental topics in thin film processes and reliability, including deposition, surface energy and atomic diffusion, before moving onto systematically explain irreversible processes in interconnect and packaging technologies. Describing electromigration, thermomigration and stress migration, with a closing chapter dedicated to failure analysis, the reader will come away with a complete theoretical and practical understanding of electronic thin film reliability. Kept mathematically simple, with real-world examples, this book i

Conversation analysts have begun to challenge long-cherished assumptions about the relationship between gender and language, asking new questions about the interactional study of gender and providing fresh insights into the ways it may be studied empirically. Drawing on a lively set of audio- and video-recorded materials of real-life interactions, including domestic telephone calls, children's play, mediation sessions, police-suspect interviews, psychiatric assessments and calls to telephone helplines, this volume is the first to showcase the latest thinking and cutting-edge research of an international group of scholars working on topics at the intersection of gender and conversation analysis. Theoretically, it pushes forward the boundaries of our understanding of the relationship between conversation and gender, charting new and exciting territory. Methodologically, it offers readers a clear, practical understanding of how to analyse gender using conversation analysis, by presenting

Conversation analysts have begun to challenge long-cherished assumptions about the relationship between gender and language, asking new questions about the interactional study of gender and providing fresh insights into the ways it may be studied empirically. Drawing on a lively set of audio- and video-recorded materials of real-life interactions, including domestic telephone calls, children's play, mediation sessions, police-suspect interviews, psychiatric assessments and calls to telephone helplines, this volume is the first to showcase the latest thinking and cutting-edge research of an international group of scholars working on topics at the intersection of gender and conversation analysis. Theoretically, it pushes forward the boundaries of our understanding of the relationship between conversation and gender, charting new and exciting territory. Methodologically, it offers readers a clear, practical understanding of how to analyse gender using conversation analysis, by presenting

Providing practical training supported by a sound theoretical basis, this textbook introduces students to the principles of investigation by experiment and the role of statistics in analysis. It draw

The wool market was extremely important to the English medieval economy and wool dominated the English export trade from the late-thirteenth century to its decline in the late-fifteenth century. Wool was at the forefront of the establishment of England as a European political and economic power and this volume was the first study of the medieval wool market in over 20 years. It investigates in detail the scale and scope of advance contracts for the sale of wool; the majority of these agreements were formed between English monasteries and Italian merchants, and the book focuses on the data contained within them. The pricing structures and market efficiency of the agreements are examined, employing practices from modern finance. A detailed case study of the impact of entering into such agreements on medieval English monasteries is also presented, using the example of Pipewell Abbey in Northamptonshire.

Analysis of medical data using engineering tools is a rapidly growing area, both in research and in industry, yet few texts exist that address the problem from an interdisciplinary perspective. Epilep

Many texts are excellent sources of knowledge about individual statistical tools, but the art of data analysis is about choosing and using multiple tools. Instead of presenting isolated techniques, th

The first MATLAB-based numerical methods textbook for bioengineers that uniquely integrates modelling concepts with statistical analysis, while maintaining a focus on enabling the user to report the error or uncertainty in their result. Between traditional numerical method topics of linear modelling concepts, nonlinear root finding, and numerical integration, chapters on hypothesis testing, data regression and probability are interweaved. A unique feature of the book is the inclusion of examples from clinical trials and bioinformatics, which are not found in other numerical methods textbooks for engineers. With a wealth of biomedical engineering examples, case studies on topical biomedical research, and the inclusion of end of chapter problems, this is a perfect core text for a one-semester undergraduate course.

Dr Cohn provides an in-depth and comprehensive analysis of the economic history of European immigration to the antebellum United States, using and evaluating the available data as well as presenting fresh data. This analysis centers on immigration from the three most important source countries - Ireland, Germany, and Great Britain - and examines the volume of immigration, how many individuals came from each country during the antebellum period, and why those numbers increased. The book also analyzes where they came from within each country; who chose to immigrate; the immigrants' trip to the United States, including estimates of mortality on the Atlantic crossing; the jobs obtained in the United States by the immigrants, along with their geographic location; and the economic effects of immigration on both the immigrants and the antebellum United States. No other book examines so many different economic aspects of antebellum immigration.

Cross-cultural research is now an undeniable part of mainstream psychology and has had a major impact on conceptual models of human behavior. Although it is true that the basic principles of social psychological methodology and data analysis are applicable to cross-cultural research, there are a number of issues that are distinct to it, including managing incongruities of language and quantifying cultural response sets in the use of scales. Cross-Cultural Research Methods in Psychology provides state-of-the-art knowledge about the methodological problems that need to be addressed if a researcher is to conduct valid and reliable cross-cultural research. It also offers practical advice and examples of solutions to those problems and is a must-read for any student of culture.

Fundamental arithmetic operations support virtually all of the engineering, scientific, and financial computations required for practical applications, from cryptography, to financial planning, to rocket science. This comprehensive reference provides researchers with the thorough understanding of number representations that is a necessary foundation for designing efficient arithmetic algorithms. Using the elementary foundations of radix number systems as a basis for arithmetic, the authors develop and compare alternative algorithms for the fundamental operations of addition, multiplication, division, and square root with precisely defined roundings. Various finite precision number systems are investigated, with the focus on comparative analysis of practically efficient algorithms for closed arithmetic operations over these systems. Each chapter begins with an introduction to its contents and ends with bibliographic notes and an extensive bibliography. The book may also be used for grad

Four generic motives have historically led states to initiate war: fear, interest, standing, and revenge. Using an original data set, Richard Ned Lebow examines the distribution of wars across three and a half centuries and argues that, contrary to conventional wisdom, only a minority of these were motivated by security or material interest. Instead, the majority are the result of a quest for standing, and for revenge - an attempt to get even with states who had previously made successful territorial grabs. Lebow maintains that today none of these motives are effectively served by war - it is increasingly counterproductive - and that there is growing recognition of this political reality. His analysis allows for more fine-grained and persuasive forecasts about the future of war as well as highlighting areas of uncertainty.

Four generic motives have historically led states to initiate war: fear, interest, standing, and revenge. Using an original data set, Richard Ned Lebow examines the distribution of wars across three and a half centuries and argues that, contrary to conventional wisdom, only a minority of these were motivated by security or material interest. Instead, the majority are the result of a quest for standing, and for revenge - an attempt to get even with states who had previously made successful territorial grabs. Lebow maintains that today none of these motives are effectively served by war - it is increasingly counterproductive - and that there is growing recognition of this political reality. His analysis allows for more fine-grained and persuasive forecasts about the future of war as well as highlighting areas of uncertainty.

Cross-cultural research is now an undeniable part of mainstream psychology and has had a major impact on conceptual models of human behavior. Although it is true that the basic principles of social psychological methodology and data analysis are applicable to cross-cultural research, there are a number of issues that are distinct to it, including managing incongruities of language and quantifying cultural response sets in the use of scales. Cross-Cultural Research Methods in Psychology provides state-of-the-art knowledge about the methodological problems that need to be addressed if a researcher is to conduct valid and reliable cross-cultural research. It also offers practical advice and examples of solutions to those problems and is a must-read for any student of culture.

Fully updated for its Fifth Edition, Principles and Practice of Psychopharmacotherapy summarizes the latest data on hundreds of drug and device-based therapies and offers practical, evidence-based gu

Thomas Malthus (1766–1834) was a renowned political economist who focused on the relationship between population, social conditions, and economic growth. Originally published in 1926, this volume focuses on the nature of population, and the issues surrounding it, during the age of Malthus. A detailed analysis is built up using contemporary sources, including a large amount of statistical data. Additionally, a large bibliography is included. This is a highly informative text that will be of value to anyone with an interest in economics and British history.

This 2004 book is an accessible and comprehensive introduction to machine vision. It provides all the necessary theoretical tools and shows how they are applied in actual image processing and machine vision systems. A key feature is the inclusion of many programming exercises that give insights into the development of practical image processing algorithms. The authors begin with a review of mathematical principles and go on to discuss key issues in image processing such as the description and characterization of images, edge detection, restoration and feature extraction, segmentation, texture and shape. They also discuss image matching, statistical pattern recognition, clustering, and syntactic pattern recognition. Important applications are described, including optical character recognition and automatic target recognition. Software and data used in the book can be found at www.cambridge.org/9780521830461. A useful reference for practitioners, the book is aimed at graduate students in

Astrometry encompasses all that is necessary to provide the positions and motions of celestial bodies. This includes observational techniques, instrumentation, processing and analysis of observational data, reference systems and frames, and the resulting astronomical phenomena. Astrometry is fundamental to all other fields of astronomy, from the pointing of telescopes, to navigation and guidance systems, to distance and motion determinations for astrophysics. In the last few decades, new observational techniques have enabled improvements in accuracy by orders of magnitude. Starting from basic principles, this book provides the fundamentals for this new astrometry at milli- and micro-arcsecond accuracies. Topics include: basics of general relativity; co-ordinate systems; vectors, tensors, quaternions, and observational uncertainties; determination and use of the celestial and terrestrial reference systems and frames; applications of new observational techniques; present and future star